6a_bootstrap_CI_tests_analysis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Empirical verification of derived quantities - bootstrapping tests\n",
    "\n",
    "This notebook contains part of the experiments described in Section 6 of the paper \"What is the value of experimentation and measurement?\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle\n",
    "import os\n",
    "from rulu.bootstrap_CI_test import *\n",
    "from rulu.normal_normal_model import get_samples\n",
    "from rulu.utils import get_test_params, find_all_tests_in_same_category\n",
    "from matplotlib import pyplot as plt\n",
    "from scipy.stats import percentileofscore\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "E_V_tests = find_all_tests_in_same_category(EVCITest(sigma_sq_1=0.5**2), \n",
    "                                            in_dir='./output/bootstrap_CI_tests/')\n",
    "E_D_tests = find_all_tests_in_same_category(EDCITest(), \n",
    "                                            in_dir='./output/bootstrap_CI_tests/')\n",
    "var_V_tests = find_all_tests_in_same_category(VarVCITest(sigma_sq_1=0.5**2), \n",
    "                                              in_dir='./output/bootstrap_CI_tests/')\n",
    "cov_V1_V2_tests = find_all_tests_in_same_category(CovV1V2CITest(sigma_sq_1=0.5**2), \n",
    "                                                  in_dir='./output/bootstrap_CI_tests/')\n",
    "var_D_tests = find_all_tests_in_same_category(VarDCITest(),\n",
    "                                              in_dir='./output/bootstrap_CI_tests/')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# $\\mathbb{E}(V)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E(V): 3991/4428 (90.13%) of the tests have the theoretical quantity within the CI.       \n"
     ]
    }
   ],
   "source": [
    "print_test_collection_result(E_V_tests)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E(V): 2736/2932 (93.32%) of the tests have the theoretical quantity within the CI.       \n"
     ]
    }
   ],
   "source": [
    "print_test_collection_result([test for test in E_V_tests if test.M > 20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 216x169.2 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_collection = E_V_tests\n",
    "N_BINS=50\n",
    "\n",
    "theoretical_quantity_percentiles = [\n",
    "    test.theoretical_quantity_sample_percentile()\n",
    "    for test in test_collection]\n",
    "\n",
    "plt.figure(figsize=(3, 2.35))\n",
    "\n",
    "plt.hist(theoretical_quantity_percentiles,\n",
    "         bins=range(0, 100 + int(100 / N_BINS), int(100 / N_BINS)),\n",
    "         alpha=0.9)\n",
    "plt.axhline(len(test_collection) / N_BINS, c='black')\n",
    "plt.xlim(0, 100)\n",
    "# plt.show()\n",
    "plt.savefig(\"./output/fig/E_V_validation.pdf\",\n",
    "            transparent=True, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# $\\mathbb{E}(D)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print_test_collection_result(E_D_tests)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print_test_collection_result([test for test in E_D_tests if test.M > 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 216x169.2 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_collection = E_D_tests\n",
    "N_BINS=50\n",
    "\n",
    "theoretical_quantity_percentiles = [\n",
    "    test.theoretical_quantity_sample_percentile()\n",
    "    for test in test_collection]\n",
    "\n",
    "plt.figure(figsize=(3, 2.35))\n",
    "\n",
    "plt.hist(theoretical_quantity_percentiles, \n",
    "         bins=range(0, 100 + int(100 / N_BINS), int(100 / N_BINS)),\n",
    "         alpha=0.9)\n",
    "plt.axhline(len(test_collection) / N_BINS, c='black')\n",
    "plt.xlim(0, 100)\n",
    "# plt.show()\n",
    "plt.savefig(\"./output/fig/E_D_validation.pdf\",\n",
    "            transparent=True, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# $\\textrm{Var}(V)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1/4555... (N=267, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 2/4555... (N=15, M=4)      \r",
      "Calculating theoretical quantity / sample CI for test 3/4555... (N=10, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 4/4555... (N=528, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 5/4555... (N=357, M=180)      \r",
      "Calculating theoretical quantity / sample CI for test 6/4555... (N=335, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 7/4555... (N=22, M=12)      \r",
      "Calculating theoretical quantity / sample CI for test 8/4555... (N=609, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 9/4555... (N=1021, M=706)      \r",
      "Calculating theoretical quantity / sample CI for test 10/4555... (N=343, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 11/4555... (N=16, M=4)      \r",
      "Calculating theoretical quantity / sample CI for test 12/4555... (N=592, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 13/4555... (N=508, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 14/4555... (N=140, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 15/4555... (N=390, M=111)      \r",
      "Calculating theoretical quantity / sample CI for test 16/4555... (N=29, M=16)      \r",
      "Calculating theoretical quantity / sample CI for test 17/4555... (N=1156, M=464)      \r",
      "Calculating theoretical quantity / sample CI for test 18/4555... (N=11, M=6)      \r",
      "Calculating theoretical quantity / sample CI for test 19/4555... (N=342, M=245)      \r",
      "Calculating theoretical quantity / sample CI for test 20/4555... (N=1739, M=1335)      \r",
      "Calculating theoretical quantity / sample CI for test 21/4555... (N=2034, M=555)      \r",
      "Calculating theoretical quantity / sample CI for test 22/4555... (N=31, M=12)      \r",
      "Calculating theoretical quantity / sample CI for test 23/4555... (N=696, M=339)      \r",
      "Calculating theoretical quantity / sample CI for test 24/4555... (N=130, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 25/4555... (N=1405, M=274)      \r",
      "Calculating theoretical quantity / sample CI for test 26/4555... (N=1288, M=1008)      \r",
      "Calculating theoretical quantity / sample CI for test 27/4555... (N=103, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 28/4555... (N=34, M=8)      \r",
      "Calculating theoretical quantity / sample CI for test 29/4555... (N=185, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 30/4555... (N=781, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 31/4555... (N=23, M=16)      \r",
      "Calculating theoretical quantity / sample CI for test 32/4555... (N=140, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 33/4555... (N=517, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 34/4555... (N=10, M=4)      \r",
      "Calculating theoretical quantity / sample CI for test 35/4555... (N=2136, M=846)      \r",
      "Calculating theoretical quantity / sample CI for test 36/4555... (N=164, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 37/4555... (N=2470, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 38/4555... (N=300, M=220)      \r",
      "Calculating theoretical quantity / sample CI for test 39/4555... (N=747, M=401)      \r",
      "Calculating theoretical quantity / sample CI for test 40/4555... (N=863, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 41/4555... (N=16, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 42/4555... (N=41, M=6)      \r",
      "Calculating theoretical quantity / sample CI for test 43/4555... (N=672, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 44/4555... (N=683, M=356)      \r",
      "Calculating theoretical quantity / sample CI for test 45/4555... (N=377, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 46/4555... (N=276, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 47/4555... (N=160, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 48/4555... (N=699, M=323)      \r",
      "Calculating theoretical quantity / sample CI for test 49/4555... (N=2089, M=1407)      \r",
      "Calculating theoretical quantity / sample CI for test 50/4555... (N=497, M=348)      \r",
      "Calculating theoretical quantity / sample CI for test 51/4555... (N=509, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 52/4555... (N=728, M=285)      \r",
      "Calculating theoretical quantity / sample CI for test 53/4555... (N=2133, M=521)      \r",
      "Calculating theoretical quantity / sample CI for test 54/4555... (N=294, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 55/4555... (N=23, M=10)      \r",
      "Calculating theoretical quantity / sample CI for test 56/4555... (N=12, M=5)      \r",
      "Calculating theoretical quantity / sample CI for test 57/4555... (N=19, M=5)      \r",
      "Calculating theoretical quantity / sample CI for test 58/4555... (N=18, M=4)      \r",
      "Calculating theoretical quantity / sample CI for test 59/4555... (N=210, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 60/4555... (N=181, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 61/4555... (N=11, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 62/4555... (N=2330, M=165)      \r",
      "Calculating theoretical quantity / sample CI for test 63/4555... (N=52, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 64/4555... (N=2734, M=1756)      \r",
      "Calculating theoretical quantity / sample CI for test 65/4555... (N=11, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 66/4555... (N=533, M=122)      \r",
      "Calculating theoretical quantity / sample CI for test 67/4555... (N=74, M=10)      \r",
      "Calculating theoretical quantity / sample CI for test 68/4555... (N=347, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 69/4555... (N=186, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 70/4555... (N=366, M=289)      \r",
      "Calculating theoretical quantity / sample CI for test 71/4555... (N=445, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 72/4555... (N=40, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 73/4555... (N=41, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 74/4555... (N=11, M=6)      \r",
      "Calculating theoretical quantity / sample CI for test 75/4555... (N=191, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 76/4555... (N=14, M=2)      \r",
      "Calculating theoretical quantity / sample CI for test 77/4555... (N=1867, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 78/4555... (N=139, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 79/4555... (N=44, M=15)      \r",
      "Calculating theoretical quantity / sample CI for test 80/4555... (N=15, M=10)      \r",
      "Calculating theoretical quantity / sample CI for test 81/4555... (N=202, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 82/4555... (N=938, M=393)      \r",
      "Calculating theoretical quantity / sample CI for test 83/4555... (N=81, M=10)      \r",
      "Calculating theoretical quantity / sample CI for test 84/4555... (N=91, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 85/4555... (N=2605, M=1290)      \r",
      "Calculating theoretical quantity / sample CI for test 86/4555... (N=33, M=16)      \r",
      "Calculating theoretical quantity / sample CI for test 87/4555... (N=131, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 88/4555... (N=1579, M=716)      \r",
      "Calculating theoretical quantity / sample CI for test 89/4555... (N=43, M=5)      \r",
      "Calculating theoretical quantity / sample CI for test 90/4555... (N=17, M=10)      \r",
      "Calculating theoretical quantity / sample CI for test 91/4555... (N=2770, M=862)      \r",
      "Calculating theoretical quantity / sample CI for test 92/4555... (N=1594, M=764)      \r",
      "Calculating theoretical quantity / sample CI for test 93/4555... (N=168, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 94/4555... (N=1415, M=923)      \r",
      "Calculating theoretical quantity / sample CI for test 95/4555... (N=12, M=1)      \r",
      "Calculating theoretical quantity / sample CI for test 96/4555... (N=25, M=3)      \r",
      "Calculating theoretical quantity / sample CI for test 97/4555... (N=1764, M=951)      \r",
      "Calculating theoretical quantity / sample CI for test 98/4555... (N=34, M=12)      \r",
      "Calculating theoretical quantity / sample CI for test 99/4555... (N=2983, M=62)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Var(V): 3390/4555 (74.42%) of the tests have the theoretical quantity within the CI.     \n"
     ]
    }
   ],
   "source": [
    "print_test_collection_result(var_V_tests)\n",
    "# print_test_collection_result(cov_V1_V2_tests)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1/3017... (N=267, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 2/3017... (N=528, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 3/3017... (N=357, M=180)      \r",
      "Calculating theoretical quantity / sample CI for test 4/3017... (N=335, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 5/3017... (N=609, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 6/3017... (N=1021, M=706)      \r",
      "Calculating theoretical quantity / sample CI for test 7/3017... (N=343, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 8/3017... (N=592, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 9/3017... (N=508, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 10/3017... (N=140, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 11/3017... (N=390, M=111)      \r",
      "Calculating theoretical quantity / sample CI for test 12/3017... (N=1156, M=464)      \r",
      "Calculating theoretical quantity / sample CI for test 13/3017... (N=342, M=245)      \r",
      "Calculating theoretical quantity / sample CI for test 14/3017... (N=1739, M=1335)      \r",
      "Calculating theoretical quantity / sample CI for test 15/3017... (N=2034, M=555)      \r",
      "Calculating theoretical quantity / sample CI for test 16/3017... (N=696, M=339)      \r",
      "Calculating theoretical quantity / sample CI for test 17/3017... (N=130, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 18/3017... (N=1405, M=274)      \r",
      "Calculating theoretical quantity / sample CI for test 19/3017... (N=1288, M=1008)      \r",
      "Calculating theoretical quantity / sample CI for test 20/3017... (N=185, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 21/3017... (N=781, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 22/3017... (N=140, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 23/3017... (N=517, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 24/3017... (N=2136, M=846)      \r",
      "Calculating theoretical quantity / sample CI for test 25/3017... (N=164, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 26/3017... (N=2470, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 27/3017... (N=300, M=220)      \r",
      "Calculating theoretical quantity / sample CI for test 28/3017... (N=747, M=401)      \r",
      "Calculating theoretical quantity / sample CI for test 29/3017... (N=863, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 30/3017... (N=672, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 31/3017... (N=683, M=356)      \r",
      "Calculating theoretical quantity / sample CI for test 32/3017... (N=377, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 33/3017... (N=276, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 34/3017... (N=160, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 35/3017... (N=699, M=323)      \r",
      "Calculating theoretical quantity / sample CI for test 36/3017... (N=2089, M=1407)      \r",
      "Calculating theoretical quantity / sample CI for test 37/3017... (N=497, M=348)      \r",
      "Calculating theoretical quantity / sample CI for test 38/3017... (N=509, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 39/3017... (N=728, M=285)      \r",
      "Calculating theoretical quantity / sample CI for test 40/3017... (N=2133, M=521)      \r",
      "Calculating theoretical quantity / sample CI for test 41/3017... (N=294, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 42/3017... (N=210, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 43/3017... (N=181, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 44/3017... (N=2330, M=165)      \r",
      "Calculating theoretical quantity / sample CI for test 45/3017... (N=52, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 46/3017... (N=2734, M=1756)      \r",
      "Calculating theoretical quantity / sample CI for test 47/3017... (N=533, M=122)      \r",
      "Calculating theoretical quantity / sample CI for test 48/3017... (N=347, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 49/3017... (N=186, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 50/3017... (N=366, M=289)      \r",
      "Calculating theoretical quantity / sample CI for test 51/3017... (N=445, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 52/3017... (N=40, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 53/3017... (N=41, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 54/3017... (N=191, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 55/3017... (N=1867, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 56/3017... (N=139, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 57/3017... (N=202, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 58/3017... (N=938, M=393)      \r",
      "Calculating theoretical quantity / sample CI for test 59/3017... (N=91, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 60/3017... (N=2605, M=1290)      \r",
      "Calculating theoretical quantity / sample CI for test 61/3017... (N=131, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 62/3017... (N=1579, M=716)      \r",
      "Calculating theoretical quantity / sample CI for test 63/3017... (N=2770, M=862)      \r",
      "Calculating theoretical quantity / sample CI for test 64/3017... (N=1594, M=764)      \r",
      "Calculating theoretical quantity / sample CI for test 65/3017... (N=168, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 66/3017... (N=1415, M=923)      \r",
      "Calculating theoretical quantity / sample CI for test 67/3017... (N=1764, M=951)      \r",
      "Calculating theoretical quantity / sample CI for test 68/3017... (N=2983, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 69/3017... (N=1384, M=338)      \r",
      "Calculating theoretical quantity / sample CI for test 70/3017... (N=657, M=287)      \r",
      "Calculating theoretical quantity / sample CI for test 71/3017... (N=639, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 72/3017... (N=191, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 73/3017... (N=1485, M=162)      \r",
      "Calculating theoretical quantity / sample CI for test 74/3017... (N=191, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 75/3017... (N=608, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 76/3017... (N=388, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 77/3017... (N=324, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 78/3017... (N=1702, M=590)      \r",
      "Calculating theoretical quantity / sample CI for test 79/3017... (N=242, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 80/3017... (N=123, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 81/3017... (N=83, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 82/3017... (N=59, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 83/3017... (N=2266, M=542)      \r",
      "Calculating theoretical quantity / sample CI for test 84/3017... (N=250, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 85/3017... (N=385, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 86/3017... (N=147, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 87/3017... (N=723, M=324)      \r",
      "Calculating theoretical quantity / sample CI for test 88/3017... (N=141, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 89/3017... (N=571, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 90/3017... (N=1756, M=429)      \r",
      "Calculating theoretical quantity / sample CI for test 91/3017... (N=539, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 92/3017... (N=1515, M=399)      \r",
      "Calculating theoretical quantity / sample CI for test 93/3017... (N=121, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 94/3017... (N=53, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 95/3017... (N=1534, M=484)      \r",
      "Calculating theoretical quantity / sample CI for test 96/3017... (N=60, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 97/3017... (N=1511, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 98/3017... (N=420, M=215)      \r",
      "Calculating theoretical quantity / sample CI for test 99/3017... (N=224, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 100/3017... (N=137, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 101/3017... (N=88, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 102/3017... (N=643, M=298)      \r",
      "Calculating theoretical quantity / sample CI for test 103/3017... (N=213, M=120)      \r",
      "Calculating theoretical quantity / sample CI for test 104/3017... (N=39, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 105/3017... (N=410, M=246)      \r",
      "Calculating theoretical quantity / sample CI for test 106/3017... (N=923, M=592)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 107/3017... (N=142, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 108/3017... (N=217, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 109/3017... (N=185, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 110/3017... (N=55, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 111/3017... (N=131, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 112/3017... (N=2767, M=222)      \r",
      "Calculating theoretical quantity / sample CI for test 113/3017... (N=1353, M=875)      \r",
      "Calculating theoretical quantity / sample CI for test 114/3017... (N=905, M=456)      \r",
      "Calculating theoretical quantity / sample CI for test 115/3017... (N=667, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 116/3017... (N=2509, M=320)      \r",
      "Calculating theoretical quantity / sample CI for test 117/3017... (N=2933, M=313)      \r",
      "Calculating theoretical quantity / sample CI for test 118/3017... (N=1022, M=471)      \r",
      "Calculating theoretical quantity / sample CI for test 119/3017... (N=145, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 120/3017... (N=142, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 121/3017... (N=1304, M=438)      \r",
      "Calculating theoretical quantity / sample CI for test 122/3017... (N=1774, M=713)      \r",
      "Calculating theoretical quantity / sample CI for test 123/3017... (N=1056, M=752)      \r",
      "Calculating theoretical quantity / sample CI for test 124/3017... (N=326, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 125/3017... (N=97, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 126/3017... (N=106, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 127/3017... (N=2885, M=962)      \r",
      "Calculating theoretical quantity / sample CI for test 128/3017... (N=2748, M=1317)      \r",
      "Calculating theoretical quantity / sample CI for test 129/3017... (N=43, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 130/3017... (N=2031, M=579)      \r",
      "Calculating theoretical quantity / sample CI for test 131/3017... (N=2139, M=408)      \r",
      "Calculating theoretical quantity / sample CI for test 132/3017... (N=132, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 133/3017... (N=937, M=539)      \r",
      "Calculating theoretical quantity / sample CI for test 134/3017... (N=399, M=145)      \r",
      "Calculating theoretical quantity / sample CI for test 135/3017... (N=570, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 136/3017... (N=1549, M=973)      \r",
      "Calculating theoretical quantity / sample CI for test 137/3017... (N=1546, M=279)      \r",
      "Calculating theoretical quantity / sample CI for test 138/3017... (N=38, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 139/3017... (N=31, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 140/3017... (N=236, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 141/3017... (N=968, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 142/3017... (N=208, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 143/3017... (N=101, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 144/3017... (N=830, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 145/3017... (N=1256, M=897)      \r",
      "Calculating theoretical quantity / sample CI for test 146/3017... (N=374, M=144)      \r",
      "Calculating theoretical quantity / sample CI for test 147/3017... (N=1355, M=622)      \r",
      "Calculating theoretical quantity / sample CI for test 148/3017... (N=1415, M=856)      \r",
      "Calculating theoretical quantity / sample CI for test 149/3017... (N=671, M=366)      \r",
      "Calculating theoretical quantity / sample CI for test 150/3017... (N=233, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 151/3017... (N=185, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 152/3017... (N=668, M=100)      \r",
      "Calculating theoretical quantity / sample CI for test 153/3017... (N=98, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 154/3017... (N=478, M=130)      \r",
      "Calculating theoretical quantity / sample CI for test 155/3017... (N=972, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 156/3017... (N=52, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 157/3017... (N=869, M=677)      \r",
      "Calculating theoretical quantity / sample CI for test 158/3017... (N=1051, M=588)      \r",
      "Calculating theoretical quantity / sample CI for test 159/3017... (N=2086, M=940)      \r",
      "Calculating theoretical quantity / sample CI for test 160/3017... (N=397, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 161/3017... (N=52, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 162/3017... (N=171, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 163/3017... (N=2142, M=495)      \r",
      "Calculating theoretical quantity / sample CI for test 164/3017... (N=1703, M=975)      \r",
      "Calculating theoretical quantity / sample CI for test 165/3017... (N=279, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 166/3017... (N=2979, M=374)      \r",
      "Calculating theoretical quantity / sample CI for test 167/3017... (N=1991, M=1241)      \r",
      "Calculating theoretical quantity / sample CI for test 168/3017... (N=67, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 169/3017... (N=277, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 170/3017... (N=419, M=139)      \r",
      "Calculating theoretical quantity / sample CI for test 171/3017... (N=464, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 172/3017... (N=712, M=408)      \r",
      "Calculating theoretical quantity / sample CI for test 173/3017... (N=615, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 174/3017... (N=128, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 175/3017... (N=1245, M=609)      \r",
      "Calculating theoretical quantity / sample CI for test 176/3017... (N=1020, M=335)      \r",
      "Calculating theoretical quantity / sample CI for test 177/3017... (N=149, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 178/3017... (N=258, M=154)      \r",
      "Calculating theoretical quantity / sample CI for test 179/3017... (N=437, M=167)      \r",
      "Calculating theoretical quantity / sample CI for test 180/3017... (N=169, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 181/3017... (N=278, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 182/3017... (N=141, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 183/3017... (N=811, M=560)      \r",
      "Calculating theoretical quantity / sample CI for test 184/3017... (N=326, M=218)      \r",
      "Calculating theoretical quantity / sample CI for test 185/3017... (N=1456, M=415)      \r",
      "Calculating theoretical quantity / sample CI for test 186/3017... (N=832, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 187/3017... (N=42, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 188/3017... (N=1561, M=464)      \r",
      "Calculating theoretical quantity / sample CI for test 189/3017... (N=649, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 190/3017... (N=2341, M=1868)      \r",
      "Calculating theoretical quantity / sample CI for test 191/3017... (N=2794, M=817)      \r",
      "Calculating theoretical quantity / sample CI for test 192/3017... (N=158, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 193/3017... (N=466, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 194/3017... (N=165, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 195/3017... (N=696, M=422)      \r",
      "Calculating theoretical quantity / sample CI for test 196/3017... (N=645, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 197/3017... (N=1183, M=365)      \r",
      "Calculating theoretical quantity / sample CI for test 198/3017... (N=316, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 199/3017... (N=768, M=351)      \r",
      "Calculating theoretical quantity / sample CI for test 200/3017... (N=511, M=287)      \r",
      "Calculating theoretical quantity / sample CI for test 201/3017... (N=2567, M=214)      \r",
      "Calculating theoretical quantity / sample CI for test 202/3017... (N=275, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 203/3017... (N=40, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 204/3017... (N=163, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 205/3017... (N=3049, M=988)      \r",
      "Calculating theoretical quantity / sample CI for test 206/3017... (N=157, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 207/3017... (N=234, M=129)      \r",
      "Calculating theoretical quantity / sample CI for test 208/3017... (N=1326, M=164)      \r",
      "Calculating theoretical quantity / sample CI for test 209/3017... (N=2565, M=255)      \r",
      "Calculating theoretical quantity / sample CI for test 210/3017... (N=359, M=228)      \r",
      "Calculating theoretical quantity / sample CI for test 211/3017... (N=974, M=300)      \r",
      "Calculating theoretical quantity / sample CI for test 212/3017... (N=88, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 213/3017... (N=2308, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 214/3017... (N=75, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 215/3017... (N=187, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 216/3017... (N=2681, M=599)      \r",
      "Calculating theoretical quantity / sample CI for test 217/3017... (N=80, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 218/3017... (N=2069, M=227)      \r",
      "Calculating theoretical quantity / sample CI for test 219/3017... (N=544, M=338)      \r",
      "Calculating theoretical quantity / sample CI for test 220/3017... (N=530, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 221/3017... (N=259, M=142)      \r",
      "Calculating theoretical quantity / sample CI for test 222/3017... (N=478, M=243)      \r",
      "Calculating theoretical quantity / sample CI for test 223/3017... (N=90, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 224/3017... (N=174, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 225/3017... (N=587, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 226/3017... (N=95, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 227/3017... (N=150, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 228/3017... (N=323, M=204)      \r",
      "Calculating theoretical quantity / sample CI for test 229/3017... (N=1186, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 230/3017... (N=476, M=266)      \r",
      "Calculating theoretical quantity / sample CI for test 231/3017... (N=1391, M=973)      \r",
      "Calculating theoretical quantity / sample CI for test 232/3017... (N=484, M=385)      \r",
      "Calculating theoretical quantity / sample CI for test 233/3017... (N=1053, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 234/3017... (N=2760, M=1082)      \r",
      "Calculating theoretical quantity / sample CI for test 235/3017... (N=170, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 236/3017... (N=208, M=137)      \r",
      "Calculating theoretical quantity / sample CI for test 237/3017... (N=324, M=224)      \r",
      "Calculating theoretical quantity / sample CI for test 238/3017... (N=103, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 239/3017... (N=654, M=218)      \r",
      "Calculating theoretical quantity / sample CI for test 240/3017... (N=34, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 241/3017... (N=908, M=116)      \r",
      "Calculating theoretical quantity / sample CI for test 242/3017... (N=208, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 243/3017... (N=1115, M=271)      \r",
      "Calculating theoretical quantity / sample CI for test 244/3017... (N=167, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 245/3017... (N=1870, M=497)      \r",
      "Calculating theoretical quantity / sample CI for test 246/3017... (N=186, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 247/3017... (N=1563, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 248/3017... (N=329, M=188)      \r",
      "Calculating theoretical quantity / sample CI for test 249/3017... (N=612, M=436)      \r",
      "Calculating theoretical quantity / sample CI for test 250/3017... (N=1520, M=520)      \r",
      "Calculating theoretical quantity / sample CI for test 251/3017... (N=102, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 252/3017... (N=219, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 253/3017... (N=63, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 254/3017... (N=48, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 255/3017... (N=202, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 256/3017... (N=150, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 257/3017... (N=416, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 258/3017... (N=78, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 259/3017... (N=78, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 260/3017... (N=1410, M=1045)      \r",
      "Calculating theoretical quantity / sample CI for test 261/3017... (N=75, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 262/3017... (N=31, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 263/3017... (N=320, M=200)      \r",
      "Calculating theoretical quantity / sample CI for test 264/3017... (N=1276, M=440)      \r",
      "Calculating theoretical quantity / sample CI for test 265/3017... (N=2290, M=299)      \r",
      "Calculating theoretical quantity / sample CI for test 266/3017... (N=86, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 267/3017... (N=486, M=203)      \r",
      "Calculating theoretical quantity / sample CI for test 268/3017... (N=3078, M=2267)      \r",
      "Calculating theoretical quantity / sample CI for test 269/3017... (N=1515, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 270/3017... (N=2627, M=321)      \r",
      "Calculating theoretical quantity / sample CI for test 271/3017... (N=573, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 272/3017... (N=1625, M=1254)      \r",
      "Calculating theoretical quantity / sample CI for test 273/3017... (N=432, M=248)      \r",
      "Calculating theoretical quantity / sample CI for test 274/3017... (N=75, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 275/3017... (N=199, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 276/3017... (N=728, M=451)      \r",
      "Calculating theoretical quantity / sample CI for test 277/3017... (N=2554, M=569)      \r",
      "Calculating theoretical quantity / sample CI for test 278/3017... (N=2141, M=212)      \r",
      "Calculating theoretical quantity / sample CI for test 279/3017... (N=34, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 280/3017... (N=399, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 281/3017... (N=251, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 282/3017... (N=2046, M=876)      \r",
      "Calculating theoretical quantity / sample CI for test 283/3017... (N=1091, M=79)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 284/3017... (N=482, M=231)      \r",
      "Calculating theoretical quantity / sample CI for test 285/3017... (N=331, M=116)      \r",
      "Calculating theoretical quantity / sample CI for test 286/3017... (N=1164, M=518)      \r",
      "Calculating theoretical quantity / sample CI for test 287/3017... (N=115, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 288/3017... (N=1862, M=1009)      \r",
      "Calculating theoretical quantity / sample CI for test 289/3017... (N=741, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 290/3017... (N=885, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 291/3017... (N=412, M=293)      \r",
      "Calculating theoretical quantity / sample CI for test 292/3017... (N=460, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 293/3017... (N=229, M=146)      \r",
      "Calculating theoretical quantity / sample CI for test 294/3017... (N=2773, M=2094)      \r",
      "Calculating theoretical quantity / sample CI for test 295/3017... (N=453, M=350)      \r",
      "Calculating theoretical quantity / sample CI for test 296/3017... (N=938, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 297/3017... (N=288, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 298/3017... (N=174, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 299/3017... (N=173, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 300/3017... (N=194, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 301/3017... (N=278, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 302/3017... (N=1692, M=520)      \r",
      "Calculating theoretical quantity / sample CI for test 303/3017... (N=184, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 304/3017... (N=199, M=158)      \r",
      "Calculating theoretical quantity / sample CI for test 305/3017... (N=2331, M=387)      \r",
      "Calculating theoretical quantity / sample CI for test 306/3017... (N=66, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 307/3017... (N=108, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 308/3017... (N=180, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 309/3017... (N=96, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 310/3017... (N=245, M=139)      \r",
      "Calculating theoretical quantity / sample CI for test 311/3017... (N=1021, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 312/3017... (N=254, M=176)      \r",
      "Calculating theoretical quantity / sample CI for test 313/3017... (N=78, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 314/3017... (N=947, M=541)      \r",
      "Calculating theoretical quantity / sample CI for test 315/3017... (N=426, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 316/3017... (N=165, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 317/3017... (N=1752, M=708)      \r",
      "Calculating theoretical quantity / sample CI for test 318/3017... (N=1847, M=1076)      \r",
      "Calculating theoretical quantity / sample CI for test 319/3017... (N=63, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 320/3017... (N=2294, M=1483)      \r",
      "Calculating theoretical quantity / sample CI for test 321/3017... (N=197, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 322/3017... (N=178, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 323/3017... (N=847, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 324/3017... (N=147, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 325/3017... (N=1043, M=767)      \r",
      "Calculating theoretical quantity / sample CI for test 326/3017... (N=841, M=647)      \r",
      "Calculating theoretical quantity / sample CI for test 327/3017... (N=1998, M=885)      \r",
      "Calculating theoretical quantity / sample CI for test 328/3017... (N=385, M=260)      \r",
      "Calculating theoretical quantity / sample CI for test 329/3017... (N=53, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 330/3017... (N=1384, M=709)      \r",
      "Calculating theoretical quantity / sample CI for test 331/3017... (N=1533, M=742)      \r",
      "Calculating theoretical quantity / sample CI for test 332/3017... (N=680, M=419)      \r",
      "Calculating theoretical quantity / sample CI for test 333/3017... (N=1934, M=795)      \r",
      "Calculating theoretical quantity / sample CI for test 334/3017... (N=1028, M=455)      \r",
      "Calculating theoretical quantity / sample CI for test 335/3017... (N=3088, M=2048)      \r",
      "Calculating theoretical quantity / sample CI for test 336/3017... (N=155, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 337/3017... (N=1076, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 338/3017... (N=158, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 339/3017... (N=1843, M=503)      \r",
      "Calculating theoretical quantity / sample CI for test 340/3017... (N=2223, M=1139)      \r",
      "Calculating theoretical quantity / sample CI for test 341/3017... (N=2723, M=1768)      \r",
      "Calculating theoretical quantity / sample CI for test 342/3017... (N=405, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 343/3017... (N=125, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 344/3017... (N=3010, M=365)      \r",
      "Calculating theoretical quantity / sample CI for test 345/3017... (N=361, M=191)      \r",
      "Calculating theoretical quantity / sample CI for test 346/3017... (N=1848, M=170)      \r",
      "Calculating theoretical quantity / sample CI for test 347/3017... (N=2340, M=538)      \r",
      "Calculating theoretical quantity / sample CI for test 348/3017... (N=805, M=516)      \r",
      "Calculating theoretical quantity / sample CI for test 349/3017... (N=196, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 350/3017... (N=540, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 351/3017... (N=2325, M=1768)      \r",
      "Calculating theoretical quantity / sample CI for test 352/3017... (N=1165, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 353/3017... (N=2916, M=954)      \r",
      "Calculating theoretical quantity / sample CI for test 354/3017... (N=223, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 355/3017... (N=117, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 356/3017... (N=381, M=248)      \r",
      "Calculating theoretical quantity / sample CI for test 357/3017... (N=591, M=240)      \r",
      "Calculating theoretical quantity / sample CI for test 358/3017... (N=150, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 359/3017... (N=1923, M=434)      \r",
      "Calculating theoretical quantity / sample CI for test 360/3017... (N=1198, M=703)      \r",
      "Calculating theoretical quantity / sample CI for test 361/3017... (N=432, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 362/3017... (N=1245, M=519)      \r",
      "Calculating theoretical quantity / sample CI for test 363/3017... (N=84, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 364/3017... (N=378, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 365/3017... (N=353, M=147)      \r",
      "Calculating theoretical quantity / sample CI for test 366/3017... (N=2237, M=1042)      \r",
      "Calculating theoretical quantity / sample CI for test 367/3017... (N=53, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 368/3017... (N=92, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 369/3017... (N=2547, M=1182)      \r",
      "Calculating theoretical quantity / sample CI for test 370/3017... (N=88, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 371/3017... (N=1174, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 372/3017... (N=2199, M=981)      \r",
      "Calculating theoretical quantity / sample CI for test 373/3017... (N=407, M=215)      \r",
      "Calculating theoretical quantity / sample CI for test 374/3017... (N=2443, M=1608)      \r",
      "Calculating theoretical quantity / sample CI for test 375/3017... (N=2835, M=1031)      \r",
      "Calculating theoretical quantity / sample CI for test 376/3017... (N=1047, M=388)      \r",
      "Calculating theoretical quantity / sample CI for test 377/3017... (N=167, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 378/3017... (N=58, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 379/3017... (N=1590, M=1176)      \r",
      "Calculating theoretical quantity / sample CI for test 380/3017... (N=2696, M=1125)      \r",
      "Calculating theoretical quantity / sample CI for test 381/3017... (N=406, M=128)      \r",
      "Calculating theoretical quantity / sample CI for test 382/3017... (N=1308, M=961)      \r",
      "Calculating theoretical quantity / sample CI for test 383/3017... (N=145, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 384/3017... (N=123, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 385/3017... (N=1114, M=617)      \r",
      "Calculating theoretical quantity / sample CI for test 386/3017... (N=2095, M=1429)      \r",
      "Calculating theoretical quantity / sample CI for test 387/3017... (N=1417, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 388/3017... (N=614, M=284)      \r",
      "Calculating theoretical quantity / sample CI for test 389/3017... (N=290, M=144)      \r",
      "Calculating theoretical quantity / sample CI for test 390/3017... (N=972, M=526)      \r",
      "Calculating theoretical quantity / sample CI for test 391/3017... (N=935, M=283)      \r",
      "Calculating theoretical quantity / sample CI for test 392/3017... (N=1748, M=1258)      \r",
      "Calculating theoretical quantity / sample CI for test 393/3017... (N=178, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 394/3017... (N=56, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 395/3017... (N=1790, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 396/3017... (N=2707, M=832)      \r",
      "Calculating theoretical quantity / sample CI for test 397/3017... (N=501, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 398/3017... (N=1423, M=427)      \r",
      "Calculating theoretical quantity / sample CI for test 399/3017... (N=2849, M=695)      \r",
      "Calculating theoretical quantity / sample CI for test 400/3017... (N=1678, M=373)      \r",
      "Calculating theoretical quantity / sample CI for test 401/3017... (N=1270, M=947)      \r",
      "Calculating theoretical quantity / sample CI for test 402/3017... (N=332, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 403/3017... (N=790, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 404/3017... (N=118, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 405/3017... (N=117, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 406/3017... (N=417, M=224)      \r",
      "Calculating theoretical quantity / sample CI for test 407/3017... (N=104, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 408/3017... (N=347, M=194)      \r",
      "Calculating theoretical quantity / sample CI for test 409/3017... (N=1150, M=315)      \r",
      "Calculating theoretical quantity / sample CI for test 410/3017... (N=199, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 411/3017... (N=458, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 412/3017... (N=407, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 413/3017... (N=2324, M=890)      \r",
      "Calculating theoretical quantity / sample CI for test 414/3017... (N=59, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 415/3017... (N=130, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 416/3017... (N=803, M=269)      \r",
      "Calculating theoretical quantity / sample CI for test 417/3017... (N=2854, M=2230)      \r",
      "Calculating theoretical quantity / sample CI for test 418/3017... (N=948, M=460)      \r",
      "Calculating theoretical quantity / sample CI for test 419/3017... (N=794, M=620)      \r",
      "Calculating theoretical quantity / sample CI for test 420/3017... (N=224, M=164)      \r",
      "Calculating theoretical quantity / sample CI for test 421/3017... (N=1389, M=360)      \r",
      "Calculating theoretical quantity / sample CI for test 422/3017... (N=2024, M=826)      \r",
      "Calculating theoretical quantity / sample CI for test 423/3017... (N=998, M=218)      \r",
      "Calculating theoretical quantity / sample CI for test 424/3017... (N=503, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 425/3017... (N=117, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 426/3017... (N=173, M=115)      \r",
      "Calculating theoretical quantity / sample CI for test 427/3017... (N=155, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 428/3017... (N=1159, M=693)      \r",
      "Calculating theoretical quantity / sample CI for test 429/3017... (N=867, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 430/3017... (N=829, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 431/3017... (N=204, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 432/3017... (N=2662, M=1757)      \r",
      "Calculating theoretical quantity / sample CI for test 433/3017... (N=1115, M=514)      \r",
      "Calculating theoretical quantity / sample CI for test 434/3017... (N=2517, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 435/3017... (N=1544, M=1210)      \r",
      "Calculating theoretical quantity / sample CI for test 436/3017... (N=1676, M=911)      \r",
      "Calculating theoretical quantity / sample CI for test 437/3017... (N=115, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 438/3017... (N=181, M=123)      \r",
      "Calculating theoretical quantity / sample CI for test 439/3017... (N=1438, M=807)      \r",
      "Calculating theoretical quantity / sample CI for test 440/3017... (N=205, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 441/3017... (N=60, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 442/3017... (N=412, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 443/3017... (N=519, M=200)      \r",
      "Calculating theoretical quantity / sample CI for test 444/3017... (N=367, M=264)      \r",
      "Calculating theoretical quantity / sample CI for test 445/3017... (N=30, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 446/3017... (N=872, M=239)      \r",
      "Calculating theoretical quantity / sample CI for test 447/3017... (N=1126, M=543)      \r",
      "Calculating theoretical quantity / sample CI for test 448/3017... (N=669, M=403)      \r",
      "Calculating theoretical quantity / sample CI for test 449/3017... (N=127, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 450/3017... (N=138, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 451/3017... (N=1652, M=797)      \r",
      "Calculating theoretical quantity / sample CI for test 452/3017... (N=589, M=431)      \r",
      "Calculating theoretical quantity / sample CI for test 453/3017... (N=107, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 454/3017... (N=373, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 455/3017... (N=97, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 456/3017... (N=1850, M=1346)      \r",
      "Calculating theoretical quantity / sample CI for test 457/3017... (N=719, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 458/3017... (N=1319, M=377)      \r",
      "Calculating theoretical quantity / sample CI for test 459/3017... (N=1124, M=737)      \r",
      "Calculating theoretical quantity / sample CI for test 460/3017... (N=81, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 461/3017... (N=1150, M=597)      \r",
      "Calculating theoretical quantity / sample CI for test 462/3017... (N=171, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 463/3017... (N=139, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 464/3017... (N=688, M=297)      \r",
      "Calculating theoretical quantity / sample CI for test 465/3017... (N=2732, M=756)      \r",
      "Calculating theoretical quantity / sample CI for test 466/3017... (N=456, M=193)      \r",
      "Calculating theoretical quantity / sample CI for test 467/3017... (N=46, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 468/3017... (N=490, M=240)      \r",
      "Calculating theoretical quantity / sample CI for test 469/3017... (N=406, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 470/3017... (N=1323, M=700)      \r",
      "Calculating theoretical quantity / sample CI for test 471/3017... (N=692, M=402)      \r",
      "Calculating theoretical quantity / sample CI for test 472/3017... (N=534, M=311)      \r",
      "Calculating theoretical quantity / sample CI for test 473/3017... (N=177, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 474/3017... (N=93, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 475/3017... (N=107, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 476/3017... (N=159, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 477/3017... (N=1497, M=210)      \r",
      "Calculating theoretical quantity / sample CI for test 478/3017... (N=763, M=395)      \r",
      "Calculating theoretical quantity / sample CI for test 479/3017... (N=76, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 480/3017... (N=303, M=195)      \r",
      "Calculating theoretical quantity / sample CI for test 481/3017... (N=105, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 482/3017... (N=242, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 483/3017... (N=160, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 484/3017... (N=668, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 485/3017... (N=44, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 486/3017... (N=355, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 487/3017... (N=2477, M=927)      \r",
      "Calculating theoretical quantity / sample CI for test 488/3017... (N=69, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 489/3017... (N=497, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 490/3017... (N=716, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 491/3017... (N=2934, M=1829)      \r",
      "Calculating theoretical quantity / sample CI for test 492/3017... (N=697, M=556)      \r",
      "Calculating theoretical quantity / sample CI for test 493/3017... (N=2208, M=413)      \r",
      "Calculating theoretical quantity / sample CI for test 494/3017... (N=685, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 495/3017... (N=712, M=370)      \r",
      "Calculating theoretical quantity / sample CI for test 496/3017... (N=1293, M=434)      \r",
      "Calculating theoretical quantity / sample CI for test 497/3017... (N=3137, M=1456)      \r",
      "Calculating theoretical quantity / sample CI for test 498/3017... (N=76, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 499/3017... (N=1349, M=697)      \r",
      "Calculating theoretical quantity / sample CI for test 500/3017... (N=55, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 501/3017... (N=1644, M=1269)      \r",
      "Calculating theoretical quantity / sample CI for test 502/3017... (N=182, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 503/3017... (N=359, M=272)      \r",
      "Calculating theoretical quantity / sample CI for test 504/3017... (N=199, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 505/3017... (N=36, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 506/3017... (N=434, M=324)      \r",
      "Calculating theoretical quantity / sample CI for test 507/3017... (N=703, M=361)      \r",
      "Calculating theoretical quantity / sample CI for test 508/3017... (N=335, M=124)      \r",
      "Calculating theoretical quantity / sample CI for test 509/3017... (N=122, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 510/3017... (N=535, M=208)      \r",
      "Calculating theoretical quantity / sample CI for test 511/3017... (N=390, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 512/3017... (N=1732, M=1194)      \r",
      "Calculating theoretical quantity / sample CI for test 513/3017... (N=656, M=271)      \r",
      "Calculating theoretical quantity / sample CI for test 514/3017... (N=705, M=295)      \r",
      "Calculating theoretical quantity / sample CI for test 515/3017... (N=2509, M=1162)      \r",
      "Calculating theoretical quantity / sample CI for test 516/3017... (N=194, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 517/3017... (N=127, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 518/3017... (N=48, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 519/3017... (N=47, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 520/3017... (N=197, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 521/3017... (N=1385, M=294)      \r",
      "Calculating theoretical quantity / sample CI for test 522/3017... (N=468, M=190)      \r",
      "Calculating theoretical quantity / sample CI for test 523/3017... (N=1843, M=1371)      \r",
      "Calculating theoretical quantity / sample CI for test 524/3017... (N=1660, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 525/3017... (N=432, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 526/3017... (N=3053, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 527/3017... (N=603, M=229)      \r",
      "Calculating theoretical quantity / sample CI for test 528/3017... (N=1386, M=504)      \r",
      "Calculating theoretical quantity / sample CI for test 529/3017... (N=1550, M=912)      \r",
      "Calculating theoretical quantity / sample CI for test 530/3017... (N=394, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 531/3017... (N=916, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 532/3017... (N=254, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 533/3017... (N=2089, M=753)      \r",
      "Calculating theoretical quantity / sample CI for test 534/3017... (N=597, M=308)      \r",
      "Calculating theoretical quantity / sample CI for test 535/3017... (N=68, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 536/3017... (N=346, M=231)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 537/3017... (N=950, M=717)      \r",
      "Calculating theoretical quantity / sample CI for test 538/3017... (N=51, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 539/3017... (N=508, M=251)      \r",
      "Calculating theoretical quantity / sample CI for test 540/3017... (N=1295, M=594)      \r",
      "Calculating theoretical quantity / sample CI for test 541/3017... (N=463, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 542/3017... (N=93, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 543/3017... (N=1085, M=364)      \r",
      "Calculating theoretical quantity / sample CI for test 544/3017... (N=133, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 545/3017... (N=2579, M=1885)      \r",
      "Calculating theoretical quantity / sample CI for test 546/3017... (N=1767, M=490)      \r",
      "Calculating theoretical quantity / sample CI for test 547/3017... (N=564, M=351)      \r",
      "Calculating theoretical quantity / sample CI for test 548/3017... (N=946, M=520)      \r",
      "Calculating theoretical quantity / sample CI for test 549/3017... (N=446, M=297)      \r",
      "Calculating theoretical quantity / sample CI for test 550/3017... (N=123, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 551/3017... (N=1994, M=1102)      \r",
      "Calculating theoretical quantity / sample CI for test 552/3017... (N=85, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 553/3017... (N=2013, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 554/3017... (N=175, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 555/3017... (N=2822, M=1915)      \r",
      "Calculating theoretical quantity / sample CI for test 556/3017... (N=960, M=441)      \r",
      "Calculating theoretical quantity / sample CI for test 557/3017... (N=176, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 558/3017... (N=464, M=324)      \r",
      "Calculating theoretical quantity / sample CI for test 559/3017... (N=1112, M=265)      \r",
      "Calculating theoretical quantity / sample CI for test 560/3017... (N=1722, M=1184)      \r",
      "Calculating theoretical quantity / sample CI for test 561/3017... (N=2151, M=1371)      \r",
      "Calculating theoretical quantity / sample CI for test 562/3017... (N=3144, M=1768)      \r",
      "Calculating theoretical quantity / sample CI for test 563/3017... (N=1062, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 564/3017... (N=2869, M=1511)      \r",
      "Calculating theoretical quantity / sample CI for test 565/3017... (N=2068, M=1155)      \r",
      "Calculating theoretical quantity / sample CI for test 566/3017... (N=38, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 567/3017... (N=571, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 568/3017... (N=398, M=290)      \r",
      "Calculating theoretical quantity / sample CI for test 569/3017... (N=320, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 570/3017... (N=38, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 571/3017... (N=262, M=123)      \r",
      "Calculating theoretical quantity / sample CI for test 572/3017... (N=1991, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 573/3017... (N=1324, M=924)      \r",
      "Calculating theoretical quantity / sample CI for test 574/3017... (N=1166, M=414)      \r",
      "Calculating theoretical quantity / sample CI for test 575/3017... (N=332, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 576/3017... (N=361, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 577/3017... (N=299, M=116)      \r",
      "Calculating theoretical quantity / sample CI for test 578/3017... (N=207, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 579/3017... (N=187, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 580/3017... (N=2028, M=1543)      \r",
      "Calculating theoretical quantity / sample CI for test 581/3017... (N=2682, M=249)      \r",
      "Calculating theoretical quantity / sample CI for test 582/3017... (N=226, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 583/3017... (N=2904, M=1684)      \r",
      "Calculating theoretical quantity / sample CI for test 584/3017... (N=41, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 585/3017... (N=1367, M=757)      \r",
      "Calculating theoretical quantity / sample CI for test 586/3017... (N=1590, M=946)      \r",
      "Calculating theoretical quantity / sample CI for test 587/3017... (N=307, M=243)      \r",
      "Calculating theoretical quantity / sample CI for test 588/3017... (N=1973, M=667)      \r",
      "Calculating theoretical quantity / sample CI for test 589/3017... (N=45, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 590/3017... (N=496, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 591/3017... (N=1557, M=1094)      \r",
      "Calculating theoretical quantity / sample CI for test 592/3017... (N=1410, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 593/3017... (N=144, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 594/3017... (N=173, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 595/3017... (N=912, M=216)      \r",
      "Calculating theoretical quantity / sample CI for test 596/3017... (N=1828, M=632)      \r",
      "Calculating theoretical quantity / sample CI for test 597/3017... (N=2209, M=1739)      \r",
      "Calculating theoretical quantity / sample CI for test 598/3017... (N=101, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 599/3017... (N=785, M=145)      \r",
      "Calculating theoretical quantity / sample CI for test 600/3017... (N=468, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 601/3017... (N=240, M=137)      \r",
      "Calculating theoretical quantity / sample CI for test 602/3017... (N=415, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 603/3017... (N=2654, M=1583)      \r",
      "Calculating theoretical quantity / sample CI for test 604/3017... (N=92, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 605/3017... (N=1122, M=246)      \r",
      "Calculating theoretical quantity / sample CI for test 606/3017... (N=108, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 607/3017... (N=295, M=145)      \r",
      "Calculating theoretical quantity / sample CI for test 608/3017... (N=498, M=359)      \r",
      "Calculating theoretical quantity / sample CI for test 609/3017... (N=81, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 610/3017... (N=158, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 611/3017... (N=977, M=779)      \r",
      "Calculating theoretical quantity / sample CI for test 612/3017... (N=1165, M=275)      \r",
      "Calculating theoretical quantity / sample CI for test 613/3017... (N=111, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 614/3017... (N=97, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 615/3017... (N=273, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 616/3017... (N=2654, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 617/3017... (N=1621, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 618/3017... (N=45, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 619/3017... (N=597, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 620/3017... (N=141, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 621/3017... (N=940, M=516)      \r",
      "Calculating theoretical quantity / sample CI for test 622/3017... (N=306, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 623/3017... (N=837, M=501)      \r",
      "Calculating theoretical quantity / sample CI for test 624/3017... (N=30, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 625/3017... (N=152, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 626/3017... (N=571, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 627/3017... (N=1024, M=406)      \r",
      "Calculating theoretical quantity / sample CI for test 628/3017... (N=263, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 629/3017... (N=861, M=389)      \r",
      "Calculating theoretical quantity / sample CI for test 630/3017... (N=140, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 631/3017... (N=1435, M=211)      \r",
      "Calculating theoretical quantity / sample CI for test 632/3017... (N=733, M=473)      \r",
      "Calculating theoretical quantity / sample CI for test 633/3017... (N=275, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 634/3017... (N=992, M=573)      \r",
      "Calculating theoretical quantity / sample CI for test 635/3017... (N=350, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 636/3017... (N=571, M=376)      \r",
      "Calculating theoretical quantity / sample CI for test 637/3017... (N=1949, M=537)      \r",
      "Calculating theoretical quantity / sample CI for test 638/3017... (N=37, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 639/3017... (N=37, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 640/3017... (N=102, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 641/3017... (N=1463, M=999)      \r",
      "Calculating theoretical quantity / sample CI for test 642/3017... (N=353, M=143)      \r",
      "Calculating theoretical quantity / sample CI for test 643/3017... (N=180, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 644/3017... (N=44, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 645/3017... (N=73, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 646/3017... (N=1043, M=459)      \r",
      "Calculating theoretical quantity / sample CI for test 647/3017... (N=708, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 648/3017... (N=106, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 649/3017... (N=1357, M=365)      \r",
      "Calculating theoretical quantity / sample CI for test 650/3017... (N=238, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 651/3017... (N=1699, M=420)      \r",
      "Calculating theoretical quantity / sample CI for test 652/3017... (N=102, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 653/3017... (N=279, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 654/3017... (N=403, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 655/3017... (N=76, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 656/3017... (N=710, M=566)      \r",
      "Calculating theoretical quantity / sample CI for test 657/3017... (N=97, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 658/3017... (N=477, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 659/3017... (N=1774, M=1328)      \r",
      "Calculating theoretical quantity / sample CI for test 660/3017... (N=504, M=225)      \r",
      "Calculating theoretical quantity / sample CI for test 661/3017... (N=125, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 662/3017... (N=83, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 663/3017... (N=511, M=258)      \r",
      "Calculating theoretical quantity / sample CI for test 664/3017... (N=35, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 665/3017... (N=1297, M=676)      \r",
      "Calculating theoretical quantity / sample CI for test 666/3017... (N=959, M=439)      \r",
      "Calculating theoretical quantity / sample CI for test 667/3017... (N=701, M=541)      \r",
      "Calculating theoretical quantity / sample CI for test 668/3017... (N=704, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 669/3017... (N=308, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 670/3017... (N=1154, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 671/3017... (N=263, M=174)      \r",
      "Calculating theoretical quantity / sample CI for test 672/3017... (N=150, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 673/3017... (N=1941, M=832)      \r",
      "Calculating theoretical quantity / sample CI for test 674/3017... (N=59, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 675/3017... (N=48, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 676/3017... (N=241, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 677/3017... (N=409, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 678/3017... (N=65, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 679/3017... (N=447, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 680/3017... (N=767, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 681/3017... (N=357, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 682/3017... (N=48, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 683/3017... (N=87, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 684/3017... (N=2816, M=1120)      \r",
      "Calculating theoretical quantity / sample CI for test 685/3017... (N=137, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 686/3017... (N=347, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 687/3017... (N=947, M=526)      \r",
      "Calculating theoretical quantity / sample CI for test 688/3017... (N=1123, M=367)      \r",
      "Calculating theoretical quantity / sample CI for test 689/3017... (N=2770, M=660)      \r",
      "Calculating theoretical quantity / sample CI for test 690/3017... (N=169, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 691/3017... (N=909, M=276)      \r",
      "Calculating theoretical quantity / sample CI for test 692/3017... (N=498, M=177)      \r",
      "Calculating theoretical quantity / sample CI for test 693/3017... (N=1036, M=485)      \r",
      "Calculating theoretical quantity / sample CI for test 694/3017... (N=2208, M=1040)      \r",
      "Calculating theoretical quantity / sample CI for test 695/3017... (N=72, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 696/3017... (N=196, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 697/3017... (N=745, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 698/3017... (N=1592, M=1106)      \r",
      "Calculating theoretical quantity / sample CI for test 699/3017... (N=208, M=164)      \r",
      "Calculating theoretical quantity / sample CI for test 700/3017... (N=626, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 701/3017... (N=272, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 702/3017... (N=2597, M=1342)      \r",
      "Calculating theoretical quantity / sample CI for test 703/3017... (N=381, M=138)      \r",
      "Calculating theoretical quantity / sample CI for test 704/3017... (N=752, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 705/3017... (N=937, M=276)      \r",
      "Calculating theoretical quantity / sample CI for test 706/3017... (N=873, M=616)      \r",
      "Calculating theoretical quantity / sample CI for test 707/3017... (N=2886, M=744)      \r",
      "Calculating theoretical quantity / sample CI for test 708/3017... (N=357, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 709/3017... (N=774, M=287)      \r",
      "Calculating theoretical quantity / sample CI for test 710/3017... (N=458, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 711/3017... (N=1338, M=981)      \r",
      "Calculating theoretical quantity / sample CI for test 712/3017... (N=157, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 713/3017... (N=2064, M=231)      \r",
      "Calculating theoretical quantity / sample CI for test 714/3017... (N=1075, M=559)      \r",
      "Calculating theoretical quantity / sample CI for test 715/3017... (N=1521, M=390)      \r",
      "Calculating theoretical quantity / sample CI for test 716/3017... (N=322, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 717/3017... (N=396, M=176)      \r",
      "Calculating theoretical quantity / sample CI for test 718/3017... (N=86, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 719/3017... (N=778, M=401)      \r",
      "Calculating theoretical quantity / sample CI for test 720/3017... (N=379, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 721/3017... (N=831, M=530)      \r",
      "Calculating theoretical quantity / sample CI for test 722/3017... (N=662, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 723/3017... (N=214, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 724/3017... (N=837, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 725/3017... (N=78, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 726/3017... (N=573, M=395)      \r",
      "Calculating theoretical quantity / sample CI for test 727/3017... (N=380, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 728/3017... (N=107, M=82)      \r",
      "Calculating theoretical quantity / sample CI for test 729/3017... (N=856, M=494)      \r",
      "Calculating theoretical quantity / sample CI for test 730/3017... (N=191, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 731/3017... (N=53, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 732/3017... (N=353, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 733/3017... (N=625, M=390)      \r",
      "Calculating theoretical quantity / sample CI for test 734/3017... (N=41, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 735/3017... (N=107, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 736/3017... (N=67, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 737/3017... (N=131, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 738/3017... (N=34, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 739/3017... (N=586, M=460)      \r",
      "Calculating theoretical quantity / sample CI for test 740/3017... (N=677, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 741/3017... (N=93, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 742/3017... (N=33, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 743/3017... (N=613, M=189)      \r",
      "Calculating theoretical quantity / sample CI for test 744/3017... (N=1692, M=1133)      \r",
      "Calculating theoretical quantity / sample CI for test 745/3017... (N=1425, M=1118)      \r",
      "Calculating theoretical quantity / sample CI for test 746/3017... (N=1477, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 747/3017... (N=77, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 748/3017... (N=42, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 749/3017... (N=3024, M=1122)      \r",
      "Calculating theoretical quantity / sample CI for test 750/3017... (N=1959, M=965)      \r",
      "Calculating theoretical quantity / sample CI for test 751/3017... (N=524, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 752/3017... (N=1417, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 753/3017... (N=1391, M=454)      \r",
      "Calculating theoretical quantity / sample CI for test 754/3017... (N=99, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 755/3017... (N=313, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 756/3017... (N=358, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 757/3017... (N=152, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 758/3017... (N=1256, M=565)      \r",
      "Calculating theoretical quantity / sample CI for test 759/3017... (N=1040, M=530)      \r",
      "Calculating theoretical quantity / sample CI for test 760/3017... (N=3126, M=1466)      \r",
      "Calculating theoretical quantity / sample CI for test 761/3017... (N=321, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 762/3017... (N=146, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 763/3017... (N=163, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 764/3017... (N=88, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 765/3017... (N=2989, M=935)      \r",
      "Calculating theoretical quantity / sample CI for test 766/3017... (N=67, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 767/3017... (N=305, M=146)      \r",
      "Calculating theoretical quantity / sample CI for test 768/3017... (N=317, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 769/3017... (N=270, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 770/3017... (N=127, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 771/3017... (N=1336, M=269)      \r",
      "Calculating theoretical quantity / sample CI for test 772/3017... (N=132, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 773/3017... (N=100, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 774/3017... (N=3070, M=2376)      \r",
      "Calculating theoretical quantity / sample CI for test 775/3017... (N=37, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 776/3017... (N=124, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 777/3017... (N=1792, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 778/3017... (N=91, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 779/3017... (N=1839, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 780/3017... (N=131, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 781/3017... (N=1968, M=1226)      \r",
      "Calculating theoretical quantity / sample CI for test 782/3017... (N=259, M=145)      \r",
      "Calculating theoretical quantity / sample CI for test 783/3017... (N=2667, M=799)      \r",
      "Calculating theoretical quantity / sample CI for test 784/3017... (N=956, M=357)      \r",
      "Calculating theoretical quantity / sample CI for test 785/3017... (N=181, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 786/3017... (N=923, M=430)      \r",
      "Calculating theoretical quantity / sample CI for test 787/3017... (N=1227, M=726)      \r",
      "Calculating theoretical quantity / sample CI for test 788/3017... (N=1681, M=954)      \r",
      "Calculating theoretical quantity / sample CI for test 789/3017... (N=502, M=397)      \r",
      "Calculating theoretical quantity / sample CI for test 790/3017... (N=1746, M=1343)      \r",
      "Calculating theoretical quantity / sample CI for test 791/3017... (N=2332, M=1784)      \r",
      "Calculating theoretical quantity / sample CI for test 792/3017... (N=38, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 793/3017... (N=1428, M=256)      \r",
      "Calculating theoretical quantity / sample CI for test 794/3017... (N=116, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 795/3017... (N=234, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 796/3017... (N=139, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 797/3017... (N=68, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 798/3017... (N=2334, M=551)      \r",
      "Calculating theoretical quantity / sample CI for test 799/3017... (N=142, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 800/3017... (N=1210, M=494)      \r",
      "Calculating theoretical quantity / sample CI for test 801/3017... (N=258, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 802/3017... (N=1371, M=355)      \r",
      "Calculating theoretical quantity / sample CI for test 803/3017... (N=1499, M=529)      \r",
      "Calculating theoretical quantity / sample CI for test 804/3017... (N=49, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 805/3017... (N=1878, M=1493)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 806/3017... (N=622, M=146)      \r",
      "Calculating theoretical quantity / sample CI for test 807/3017... (N=377, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 808/3017... (N=183, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 809/3017... (N=2504, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 810/3017... (N=1006, M=769)      \r",
      "Calculating theoretical quantity / sample CI for test 811/3017... (N=144, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 812/3017... (N=1660, M=1109)      \r",
      "Calculating theoretical quantity / sample CI for test 813/3017... (N=3000, M=715)      \r",
      "Calculating theoretical quantity / sample CI for test 814/3017... (N=184, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 815/3017... (N=1067, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 816/3017... (N=357, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 817/3017... (N=54, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 818/3017... (N=330, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 819/3017... (N=147, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 820/3017... (N=44, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 821/3017... (N=1977, M=1330)      \r",
      "Calculating theoretical quantity / sample CI for test 822/3017... (N=442, M=307)      \r",
      "Calculating theoretical quantity / sample CI for test 823/3017... (N=2110, M=147)      \r",
      "Calculating theoretical quantity / sample CI for test 824/3017... (N=404, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 825/3017... (N=125, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 826/3017... (N=821, M=642)      \r",
      "Calculating theoretical quantity / sample CI for test 827/3017... (N=85, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 828/3017... (N=1867, M=1164)      \r",
      "Calculating theoretical quantity / sample CI for test 829/3017... (N=84, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 830/3017... (N=126, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 831/3017... (N=162, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 832/3017... (N=2445, M=1179)      \r",
      "Calculating theoretical quantity / sample CI for test 833/3017... (N=314, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 834/3017... (N=2403, M=776)      \r",
      "Calculating theoretical quantity / sample CI for test 835/3017... (N=91, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 836/3017... (N=229, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 837/3017... (N=652, M=474)      \r",
      "Calculating theoretical quantity / sample CI for test 838/3017... (N=33, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 839/3017... (N=797, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 840/3017... (N=455, M=281)      \r",
      "Calculating theoretical quantity / sample CI for test 841/3017... (N=263, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 842/3017... (N=320, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 843/3017... (N=2267, M=1512)      \r",
      "Calculating theoretical quantity / sample CI for test 844/3017... (N=845, M=340)      \r",
      "Calculating theoretical quantity / sample CI for test 845/3017... (N=88, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 846/3017... (N=2439, M=519)      \r",
      "Calculating theoretical quantity / sample CI for test 847/3017... (N=1161, M=870)      \r",
      "Calculating theoretical quantity / sample CI for test 848/3017... (N=152, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 849/3017... (N=170, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 850/3017... (N=48, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 851/3017... (N=468, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 852/3017... (N=396, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 853/3017... (N=38, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 854/3017... (N=2764, M=1593)      \r",
      "Calculating theoretical quantity / sample CI for test 855/3017... (N=334, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 856/3017... (N=1786, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 857/3017... (N=68, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 858/3017... (N=188, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 859/3017... (N=372, M=271)      \r",
      "Calculating theoretical quantity / sample CI for test 860/3017... (N=1009, M=292)      \r",
      "Calculating theoretical quantity / sample CI for test 861/3017... (N=60, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 862/3017... (N=2005, M=491)      \r",
      "Calculating theoretical quantity / sample CI for test 863/3017... (N=1706, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 864/3017... (N=571, M=383)      \r",
      "Calculating theoretical quantity / sample CI for test 865/3017... (N=307, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 866/3017... (N=390, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 867/3017... (N=224, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 868/3017... (N=118, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 869/3017... (N=2244, M=959)      \r",
      "Calculating theoretical quantity / sample CI for test 870/3017... (N=917, M=302)      \r",
      "Calculating theoretical quantity / sample CI for test 871/3017... (N=35, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 872/3017... (N=1856, M=516)      \r",
      "Calculating theoretical quantity / sample CI for test 873/3017... (N=2133, M=732)      \r",
      "Calculating theoretical quantity / sample CI for test 874/3017... (N=2150, M=1693)      \r",
      "Calculating theoretical quantity / sample CI for test 875/3017... (N=582, M=336)      \r",
      "Calculating theoretical quantity / sample CI for test 876/3017... (N=385, M=223)      \r",
      "Calculating theoretical quantity / sample CI for test 877/3017... (N=1934, M=1477)      \r",
      "Calculating theoretical quantity / sample CI for test 878/3017... (N=161, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 879/3017... (N=1414, M=972)      \r",
      "Calculating theoretical quantity / sample CI for test 880/3017... (N=143, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 881/3017... (N=1173, M=370)      \r",
      "Calculating theoretical quantity / sample CI for test 882/3017... (N=992, M=339)      \r",
      "Calculating theoretical quantity / sample CI for test 883/3017... (N=721, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 884/3017... (N=132, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 885/3017... (N=123, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 886/3017... (N=3063, M=1224)      \r",
      "Calculating theoretical quantity / sample CI for test 887/3017... (N=76, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 888/3017... (N=1522, M=657)      \r",
      "Calculating theoretical quantity / sample CI for test 889/3017... (N=151, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 890/3017... (N=2005, M=811)      \r",
      "Calculating theoretical quantity / sample CI for test 891/3017... (N=294, M=138)      \r",
      "Calculating theoretical quantity / sample CI for test 892/3017... (N=354, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 893/3017... (N=2258, M=1650)      \r",
      "Calculating theoretical quantity / sample CI for test 894/3017... (N=313, M=124)      \r",
      "Calculating theoretical quantity / sample CI for test 895/3017... (N=153, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 896/3017... (N=3115, M=294)      \r",
      "Calculating theoretical quantity / sample CI for test 897/3017... (N=50, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 898/3017... (N=987, M=740)      \r",
      "Calculating theoretical quantity / sample CI for test 899/3017... (N=907, M=417)      \r",
      "Calculating theoretical quantity / sample CI for test 900/3017... (N=94, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 901/3017... (N=95, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 902/3017... (N=83, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 903/3017... (N=1185, M=192)      \r",
      "Calculating theoretical quantity / sample CI for test 904/3017... (N=143, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 905/3017... (N=104, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 906/3017... (N=507, M=245)      \r",
      "Calculating theoretical quantity / sample CI for test 907/3017... (N=55, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 908/3017... (N=213, M=102)      \r",
      "Calculating theoretical quantity / sample CI for test 909/3017... (N=862, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 910/3017... (N=2769, M=721)      \r",
      "Calculating theoretical quantity / sample CI for test 911/3017... (N=357, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 912/3017... (N=79, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 913/3017... (N=50, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 914/3017... (N=194, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 915/3017... (N=93, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 916/3017... (N=184, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 917/3017... (N=937, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 918/3017... (N=1822, M=1193)      \r",
      "Calculating theoretical quantity / sample CI for test 919/3017... (N=844, M=431)      \r",
      "Calculating theoretical quantity / sample CI for test 920/3017... (N=730, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 921/3017... (N=2676, M=1230)      \r",
      "Calculating theoretical quantity / sample CI for test 922/3017... (N=357, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 923/3017... (N=37, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 924/3017... (N=2701, M=1791)      \r",
      "Calculating theoretical quantity / sample CI for test 925/3017... (N=586, M=389)      \r",
      "Calculating theoretical quantity / sample CI for test 926/3017... (N=2766, M=1143)      \r",
      "Calculating theoretical quantity / sample CI for test 927/3017... (N=117, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 928/3017... (N=2821, M=1825)      \r",
      "Calculating theoretical quantity / sample CI for test 929/3017... (N=2304, M=835)      \r",
      "Calculating theoretical quantity / sample CI for test 930/3017... (N=275, M=122)      \r",
      "Calculating theoretical quantity / sample CI for test 931/3017... (N=692, M=539)      \r",
      "Calculating theoretical quantity / sample CI for test 932/3017... (N=301, M=172)      \r",
      "Calculating theoretical quantity / sample CI for test 933/3017... (N=1110, M=679)      \r",
      "Calculating theoretical quantity / sample CI for test 934/3017... (N=514, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 935/3017... (N=153, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 936/3017... (N=2906, M=2290)      \r",
      "Calculating theoretical quantity / sample CI for test 937/3017... (N=623, M=274)      \r",
      "Calculating theoretical quantity / sample CI for test 938/3017... (N=1884, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 939/3017... (N=443, M=82)      \r",
      "Calculating theoretical quantity / sample CI for test 940/3017... (N=410, M=258)      \r",
      "Calculating theoretical quantity / sample CI for test 941/3017... (N=501, M=221)      \r",
      "Calculating theoretical quantity / sample CI for test 942/3017... (N=157, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 943/3017... (N=742, M=260)      \r",
      "Calculating theoretical quantity / sample CI for test 944/3017... (N=711, M=410)      \r",
      "Calculating theoretical quantity / sample CI for test 945/3017... (N=2965, M=1812)      \r",
      "Calculating theoretical quantity / sample CI for test 946/3017... (N=62, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 947/3017... (N=1347, M=487)      \r",
      "Calculating theoretical quantity / sample CI for test 948/3017... (N=88, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 949/3017... (N=666, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 950/3017... (N=246, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 951/3017... (N=266, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 952/3017... (N=2516, M=1310)      \r",
      "Calculating theoretical quantity / sample CI for test 953/3017... (N=1270, M=642)      \r",
      "Calculating theoretical quantity / sample CI for test 954/3017... (N=2284, M=1022)      \r",
      "Calculating theoretical quantity / sample CI for test 955/3017... (N=206, M=143)      \r",
      "Calculating theoretical quantity / sample CI for test 956/3017... (N=950, M=176)      \r",
      "Calculating theoretical quantity / sample CI for test 957/3017... (N=2291, M=190)      \r",
      "Calculating theoretical quantity / sample CI for test 958/3017... (N=376, M=229)      \r",
      "Calculating theoretical quantity / sample CI for test 959/3017... (N=482, M=216)      \r",
      "Calculating theoretical quantity / sample CI for test 960/3017... (N=1813, M=1115)      \r",
      "Calculating theoretical quantity / sample CI for test 961/3017... (N=68, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 962/3017... (N=1228, M=652)      \r",
      "Calculating theoretical quantity / sample CI for test 963/3017... (N=294, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 964/3017... (N=152, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 965/3017... (N=71, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 966/3017... (N=352, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 967/3017... (N=341, M=129)      \r",
      "Calculating theoretical quantity / sample CI for test 968/3017... (N=287, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 969/3017... (N=673, M=302)      \r",
      "Calculating theoretical quantity / sample CI for test 970/3017... (N=471, M=294)      \r",
      "Calculating theoretical quantity / sample CI for test 971/3017... (N=42, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 972/3017... (N=2097, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 973/3017... (N=1818, M=566)      \r",
      "Calculating theoretical quantity / sample CI for test 974/3017... (N=139, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 975/3017... (N=2648, M=275)      \r",
      "Calculating theoretical quantity / sample CI for test 976/3017... (N=1692, M=776)      \r",
      "Calculating theoretical quantity / sample CI for test 977/3017... (N=495, M=293)      \r",
      "Calculating theoretical quantity / sample CI for test 978/3017... (N=549, M=264)      \r",
      "Calculating theoretical quantity / sample CI for test 979/3017... (N=1173, M=407)      \r",
      "Calculating theoretical quantity / sample CI for test 980/3017... (N=620, M=460)      \r",
      "Calculating theoretical quantity / sample CI for test 981/3017... (N=67, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 982/3017... (N=60, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 983/3017... (N=270, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 984/3017... (N=1922, M=1136)      \r",
      "Calculating theoretical quantity / sample CI for test 985/3017... (N=160, M=116)      \r",
      "Calculating theoretical quantity / sample CI for test 986/3017... (N=901, M=443)      \r",
      "Calculating theoretical quantity / sample CI for test 987/3017... (N=246, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 988/3017... (N=170, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 989/3017... (N=483, M=249)      \r",
      "Calculating theoretical quantity / sample CI for test 990/3017... (N=335, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 991/3017... (N=811, M=488)      \r",
      "Calculating theoretical quantity / sample CI for test 992/3017... (N=180, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 993/3017... (N=251, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 994/3017... (N=112, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 995/3017... (N=843, M=381)      \r",
      "Calculating theoretical quantity / sample CI for test 996/3017... (N=715, M=462)      \r",
      "Calculating theoretical quantity / sample CI for test 997/3017... (N=1597, M=212)      \r",
      "Calculating theoretical quantity / sample CI for test 998/3017... (N=2558, M=1852)      \r",
      "Calculating theoretical quantity / sample CI for test 999/3017... (N=270, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 1000/3017... (N=1226, M=840)      \r",
      "Calculating theoretical quantity / sample CI for test 1001/3017... (N=2132, M=450)      \r",
      "Calculating theoretical quantity / sample CI for test 1002/3017... (N=330, M=230)      \r",
      "Calculating theoretical quantity / sample CI for test 1003/3017... (N=1670, M=1156)      \r",
      "Calculating theoretical quantity / sample CI for test 1004/3017... (N=113, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 1005/3017... (N=2300, M=721)      \r",
      "Calculating theoretical quantity / sample CI for test 1006/3017... (N=2819, M=2155)      \r",
      "Calculating theoretical quantity / sample CI for test 1007/3017... (N=151, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 1008/3017... (N=98, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1009/3017... (N=130, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1010/3017... (N=2049, M=667)      \r",
      "Calculating theoretical quantity / sample CI for test 1011/3017... (N=371, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 1012/3017... (N=294, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1013/3017... (N=609, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 1014/3017... (N=114, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1015/3017... (N=30, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1016/3017... (N=314, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 1017/3017... (N=199, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1018/3017... (N=102, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1019/3017... (N=49, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1020/3017... (N=90, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1021/3017... (N=138, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1022/3017... (N=112, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 1023/3017... (N=125, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1024/3017... (N=133, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 1025/3017... (N=510, M=233)      \r",
      "Calculating theoretical quantity / sample CI for test 1026/3017... (N=369, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1027/3017... (N=82, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1028/3017... (N=1943, M=218)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1029/3017... (N=42, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 1030/3017... (N=2405, M=817)      \r",
      "Calculating theoretical quantity / sample CI for test 1031/3017... (N=86, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1032/3017... (N=66, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1033/3017... (N=87, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 1034/3017... (N=244, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1035/3017... (N=2470, M=1159)      \r",
      "Calculating theoretical quantity / sample CI for test 1036/3017... (N=3085, M=1749)      \r",
      "Calculating theoretical quantity / sample CI for test 1037/3017... (N=1462, M=897)      \r",
      "Calculating theoretical quantity / sample CI for test 1038/3017... (N=1528, M=1056)      \r",
      "Calculating theoretical quantity / sample CI for test 1039/3017... (N=86, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 1040/3017... (N=1399, M=671)      \r",
      "Calculating theoretical quantity / sample CI for test 1041/3017... (N=1872, M=691)      \r",
      "Calculating theoretical quantity / sample CI for test 1042/3017... (N=2882, M=852)      \r",
      "Calculating theoretical quantity / sample CI for test 1043/3017... (N=888, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 1044/3017... (N=222, M=152)      \r",
      "Calculating theoretical quantity / sample CI for test 1045/3017... (N=2381, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 1046/3017... (N=151, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1047/3017... (N=635, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 1048/3017... (N=345, M=251)      \r",
      "Calculating theoretical quantity / sample CI for test 1049/3017... (N=183, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1050/3017... (N=72, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1051/3017... (N=1425, M=1082)      \r",
      "Calculating theoretical quantity / sample CI for test 1052/3017... (N=2073, M=879)      \r",
      "Calculating theoretical quantity / sample CI for test 1053/3017... (N=1269, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 1054/3017... (N=119, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 1055/3017... (N=2071, M=419)      \r",
      "Calculating theoretical quantity / sample CI for test 1056/3017... (N=39, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1057/3017... (N=383, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 1058/3017... (N=2098, M=844)      \r",
      "Calculating theoretical quantity / sample CI for test 1059/3017... (N=78, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 1060/3017... (N=667, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 1061/3017... (N=2869, M=2033)      \r",
      "Calculating theoretical quantity / sample CI for test 1062/3017... (N=1939, M=733)      \r",
      "Calculating theoretical quantity / sample CI for test 1063/3017... (N=737, M=277)      \r",
      "Calculating theoretical quantity / sample CI for test 1064/3017... (N=164, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1065/3017... (N=822, M=626)      \r",
      "Calculating theoretical quantity / sample CI for test 1066/3017... (N=299, M=186)      \r",
      "Calculating theoretical quantity / sample CI for test 1067/3017... (N=553, M=223)      \r",
      "Calculating theoretical quantity / sample CI for test 1068/3017... (N=546, M=269)      \r",
      "Calculating theoretical quantity / sample CI for test 1069/3017... (N=582, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1070/3017... (N=2570, M=1911)      \r",
      "Calculating theoretical quantity / sample CI for test 1071/3017... (N=2660, M=2019)      \r",
      "Calculating theoretical quantity / sample CI for test 1072/3017... (N=320, M=205)      \r",
      "Calculating theoretical quantity / sample CI for test 1073/3017... (N=68, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1074/3017... (N=806, M=396)      \r",
      "Calculating theoretical quantity / sample CI for test 1075/3017... (N=3094, M=1724)      \r",
      "Calculating theoretical quantity / sample CI for test 1076/3017... (N=696, M=300)      \r",
      "Calculating theoretical quantity / sample CI for test 1077/3017... (N=118, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1078/3017... (N=61, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1079/3017... (N=159, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 1080/3017... (N=276, M=212)      \r",
      "Calculating theoretical quantity / sample CI for test 1081/3017... (N=1538, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 1082/3017... (N=178, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1083/3017... (N=225, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 1084/3017... (N=70, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1085/3017... (N=67, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1086/3017... (N=377, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 1087/3017... (N=105, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 1088/3017... (N=1673, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 1089/3017... (N=86, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1090/3017... (N=1491, M=836)      \r",
      "Calculating theoretical quantity / sample CI for test 1091/3017... (N=2633, M=1654)      \r",
      "Calculating theoretical quantity / sample CI for test 1092/3017... (N=3136, M=1307)      \r",
      "Calculating theoretical quantity / sample CI for test 1093/3017... (N=487, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 1094/3017... (N=1285, M=402)      \r",
      "Calculating theoretical quantity / sample CI for test 1095/3017... (N=375, M=257)      \r",
      "Calculating theoretical quantity / sample CI for test 1096/3017... (N=971, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 1097/3017... (N=1896, M=726)      \r",
      "Calculating theoretical quantity / sample CI for test 1098/3017... (N=265, M=174)      \r",
      "Calculating theoretical quantity / sample CI for test 1099/3017... (N=393, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1100/3017... (N=34, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1101/3017... (N=556, M=203)      \r",
      "Calculating theoretical quantity / sample CI for test 1102/3017... (N=133, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1103/3017... (N=360, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 1104/3017... (N=39, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1105/3017... (N=567, M=299)      \r",
      "Calculating theoretical quantity / sample CI for test 1106/3017... (N=2582, M=355)      \r",
      "Calculating theoretical quantity / sample CI for test 1107/3017... (N=246, M=154)      \r",
      "Calculating theoretical quantity / sample CI for test 1108/3017... (N=461, M=276)      \r",
      "Calculating theoretical quantity / sample CI for test 1109/3017... (N=1977, M=909)      \r",
      "Calculating theoretical quantity / sample CI for test 1110/3017... (N=877, M=465)      \r",
      "Calculating theoretical quantity / sample CI for test 1111/3017... (N=1127, M=610)      \r",
      "Calculating theoretical quantity / sample CI for test 1112/3017... (N=1143, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 1113/3017... (N=1861, M=782)      \r",
      "Calculating theoretical quantity / sample CI for test 1114/3017... (N=371, M=138)      \r",
      "Calculating theoretical quantity / sample CI for test 1115/3017... (N=2984, M=642)      \r",
      "Calculating theoretical quantity / sample CI for test 1116/3017... (N=618, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 1117/3017... (N=515, M=252)      \r",
      "Calculating theoretical quantity / sample CI for test 1118/3017... (N=864, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1119/3017... (N=238, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 1120/3017... (N=2848, M=1912)      \r",
      "Calculating theoretical quantity / sample CI for test 1121/3017... (N=2070, M=1167)      \r",
      "Calculating theoretical quantity / sample CI for test 1122/3017... (N=3110, M=793)      \r",
      "Calculating theoretical quantity / sample CI for test 1123/3017... (N=941, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 1124/3017... (N=123, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1125/3017... (N=117, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1126/3017... (N=265, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1127/3017... (N=242, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 1128/3017... (N=147, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1129/3017... (N=1453, M=893)      \r",
      "Calculating theoretical quantity / sample CI for test 1130/3017... (N=1324, M=257)      \r",
      "Calculating theoretical quantity / sample CI for test 1131/3017... (N=199, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 1132/3017... (N=305, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1133/3017... (N=1120, M=231)      \r",
      "Calculating theoretical quantity / sample CI for test 1134/3017... (N=2404, M=431)      \r",
      "Calculating theoretical quantity / sample CI for test 1135/3017... (N=772, M=191)      \r",
      "Calculating theoretical quantity / sample CI for test 1136/3017... (N=1372, M=745)      \r",
      "Calculating theoretical quantity / sample CI for test 1137/3017... (N=228, M=117)      \r",
      "Calculating theoretical quantity / sample CI for test 1138/3017... (N=1270, M=229)      \r",
      "Calculating theoretical quantity / sample CI for test 1139/3017... (N=1407, M=394)      \r",
      "Calculating theoretical quantity / sample CI for test 1140/3017... (N=306, M=209)      \r",
      "Calculating theoretical quantity / sample CI for test 1141/3017... (N=1664, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1142/3017... (N=2048, M=623)      \r",
      "Calculating theoretical quantity / sample CI for test 1143/3017... (N=42, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1144/3017... (N=91, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1145/3017... (N=141, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 1146/3017... (N=338, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1147/3017... (N=1832, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1148/3017... (N=105, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1149/3017... (N=293, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1150/3017... (N=420, M=312)      \r",
      "Calculating theoretical quantity / sample CI for test 1151/3017... (N=243, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1152/3017... (N=212, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 1153/3017... (N=109, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 1154/3017... (N=1566, M=737)      \r",
      "Calculating theoretical quantity / sample CI for test 1155/3017... (N=889, M=699)      \r",
      "Calculating theoretical quantity / sample CI for test 1156/3017... (N=33, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1157/3017... (N=495, M=304)      \r",
      "Calculating theoretical quantity / sample CI for test 1158/3017... (N=712, M=491)      \r",
      "Calculating theoretical quantity / sample CI for test 1159/3017... (N=46, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1160/3017... (N=240, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1161/3017... (N=41, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1162/3017... (N=147, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 1163/3017... (N=90, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1164/3017... (N=176, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1165/3017... (N=2889, M=2204)      \r",
      "Calculating theoretical quantity / sample CI for test 1166/3017... (N=833, M=173)      \r",
      "Calculating theoretical quantity / sample CI for test 1167/3017... (N=2202, M=1346)      \r",
      "Calculating theoretical quantity / sample CI for test 1168/3017... (N=2667, M=1709)      \r",
      "Calculating theoretical quantity / sample CI for test 1169/3017... (N=166, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1170/3017... (N=2946, M=1169)      \r",
      "Calculating theoretical quantity / sample CI for test 1171/3017... (N=186, M=122)      \r",
      "Calculating theoretical quantity / sample CI for test 1172/3017... (N=3077, M=1682)      \r",
      "Calculating theoretical quantity / sample CI for test 1173/3017... (N=1460, M=338)      \r",
      "Calculating theoretical quantity / sample CI for test 1174/3017... (N=40, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1175/3017... (N=1871, M=572)      \r",
      "Calculating theoretical quantity / sample CI for test 1176/3017... (N=47, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1177/3017... (N=1748, M=1294)      \r",
      "Calculating theoretical quantity / sample CI for test 1178/3017... (N=69, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 1179/3017... (N=47, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1180/3017... (N=309, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 1181/3017... (N=57, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1182/3017... (N=1374, M=117)      \r",
      "Calculating theoretical quantity / sample CI for test 1183/3017... (N=535, M=297)      \r",
      "Calculating theoretical quantity / sample CI for test 1184/3017... (N=708, M=430)      \r",
      "Calculating theoretical quantity / sample CI for test 1185/3017... (N=78, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1186/3017... (N=554, M=388)      \r",
      "Calculating theoretical quantity / sample CI for test 1187/3017... (N=1389, M=413)      \r",
      "Calculating theoretical quantity / sample CI for test 1188/3017... (N=665, M=430)      \r",
      "Calculating theoretical quantity / sample CI for test 1189/3017... (N=151, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 1190/3017... (N=431, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1191/3017... (N=645, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 1192/3017... (N=721, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1193/3017... (N=49, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1194/3017... (N=3086, M=1187)      \r",
      "Calculating theoretical quantity / sample CI for test 1195/3017... (N=2309, M=1468)      \r",
      "Calculating theoretical quantity / sample CI for test 1196/3017... (N=102, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1197/3017... (N=445, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 1198/3017... (N=1993, M=1045)      \r",
      "Calculating theoretical quantity / sample CI for test 1199/3017... (N=3129, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 1200/3017... (N=594, M=154)      \r",
      "Calculating theoretical quantity / sample CI for test 1201/3017... (N=139, M=85)      \r",
      "Calculating theoretical quantity / sample CI for test 1202/3017... (N=2043, M=590)      \r",
      "Calculating theoretical quantity / sample CI for test 1203/3017... (N=1380, M=554)      \r",
      "Calculating theoretical quantity / sample CI for test 1204/3017... (N=454, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 1205/3017... (N=1855, M=749)      \r",
      "Calculating theoretical quantity / sample CI for test 1206/3017... (N=188, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1207/3017... (N=246, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1208/3017... (N=489, M=248)      \r",
      "Calculating theoretical quantity / sample CI for test 1209/3017... (N=1471, M=768)      \r",
      "Calculating theoretical quantity / sample CI for test 1210/3017... (N=682, M=257)      \r",
      "Calculating theoretical quantity / sample CI for test 1211/3017... (N=2211, M=489)      \r",
      "Calculating theoretical quantity / sample CI for test 1212/3017... (N=65, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1213/3017... (N=585, M=254)      \r",
      "Calculating theoretical quantity / sample CI for test 1214/3017... (N=302, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1215/3017... (N=407, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1216/3017... (N=172, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1217/3017... (N=2865, M=584)      \r",
      "Calculating theoretical quantity / sample CI for test 1218/3017... (N=423, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1219/3017... (N=2947, M=382)      \r",
      "Calculating theoretical quantity / sample CI for test 1220/3017... (N=238, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 1221/3017... (N=134, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1222/3017... (N=231, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1223/3017... (N=1778, M=307)      \r",
      "Calculating theoretical quantity / sample CI for test 1224/3017... (N=403, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 1225/3017... (N=883, M=621)      \r",
      "Calculating theoretical quantity / sample CI for test 1226/3017... (N=739, M=504)      \r",
      "Calculating theoretical quantity / sample CI for test 1227/3017... (N=355, M=261)      \r",
      "Calculating theoretical quantity / sample CI for test 1228/3017... (N=257, M=100)      \r",
      "Calculating theoretical quantity / sample CI for test 1229/3017... (N=104, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1230/3017... (N=451, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 1231/3017... (N=1729, M=632)      \r",
      "Calculating theoretical quantity / sample CI for test 1232/3017... (N=2402, M=1103)      \r",
      "Calculating theoretical quantity / sample CI for test 1233/3017... (N=52, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1234/3017... (N=1688, M=976)      \r",
      "Calculating theoretical quantity / sample CI for test 1235/3017... (N=380, M=162)      \r",
      "Calculating theoretical quantity / sample CI for test 1236/3017... (N=253, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 1237/3017... (N=357, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 1238/3017... (N=89, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 1239/3017... (N=76, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1240/3017... (N=89, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 1241/3017... (N=459, M=225)      \r",
      "Calculating theoretical quantity / sample CI for test 1242/3017... (N=588, M=250)      \r",
      "Calculating theoretical quantity / sample CI for test 1243/3017... (N=132, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 1244/3017... (N=1900, M=631)      \r",
      "Calculating theoretical quantity / sample CI for test 1245/3017... (N=408, M=47)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1246/3017... (N=36, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1247/3017... (N=251, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 1248/3017... (N=439, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 1249/3017... (N=146, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 1250/3017... (N=41, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1251/3017... (N=2099, M=978)      \r",
      "Calculating theoretical quantity / sample CI for test 1252/3017... (N=2791, M=428)      \r",
      "Calculating theoretical quantity / sample CI for test 1253/3017... (N=1716, M=836)      \r",
      "Calculating theoretical quantity / sample CI for test 1254/3017... (N=661, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1255/3017... (N=896, M=460)      \r",
      "Calculating theoretical quantity / sample CI for test 1256/3017... (N=120, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 1257/3017... (N=465, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 1258/3017... (N=783, M=543)      \r",
      "Calculating theoretical quantity / sample CI for test 1259/3017... (N=278, M=189)      \r",
      "Calculating theoretical quantity / sample CI for test 1260/3017... (N=763, M=237)      \r",
      "Calculating theoretical quantity / sample CI for test 1261/3017... (N=87, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1262/3017... (N=703, M=540)      \r",
      "Calculating theoretical quantity / sample CI for test 1263/3017... (N=128, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 1264/3017... (N=202, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1265/3017... (N=2474, M=1860)      \r",
      "Calculating theoretical quantity / sample CI for test 1266/3017... (N=234, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 1267/3017... (N=34, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1268/3017... (N=48, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1269/3017... (N=1267, M=694)      \r",
      "Calculating theoretical quantity / sample CI for test 1270/3017... (N=1727, M=329)      \r",
      "Calculating theoretical quantity / sample CI for test 1271/3017... (N=45, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1272/3017... (N=62, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1273/3017... (N=124, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1274/3017... (N=696, M=344)      \r",
      "Calculating theoretical quantity / sample CI for test 1275/3017... (N=117, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1276/3017... (N=2964, M=832)      \r",
      "Calculating theoretical quantity / sample CI for test 1277/3017... (N=322, M=231)      \r",
      "Calculating theoretical quantity / sample CI for test 1278/3017... (N=565, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1279/3017... (N=158, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 1280/3017... (N=59, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1281/3017... (N=2712, M=1218)      \r",
      "Calculating theoretical quantity / sample CI for test 1282/3017... (N=126, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1283/3017... (N=27, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1284/3017... (N=2411, M=1862)      \r",
      "Calculating theoretical quantity / sample CI for test 1285/3017... (N=55, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1286/3017... (N=449, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1287/3017... (N=84, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1288/3017... (N=165, M=129)      \r",
      "Calculating theoretical quantity / sample CI for test 1289/3017... (N=2051, M=373)      \r",
      "Calculating theoretical quantity / sample CI for test 1290/3017... (N=445, M=123)      \r",
      "Calculating theoretical quantity / sample CI for test 1291/3017... (N=1203, M=624)      \r",
      "Calculating theoretical quantity / sample CI for test 1292/3017... (N=2151, M=273)      \r",
      "Calculating theoretical quantity / sample CI for test 1293/3017... (N=1535, M=240)      \r",
      "Calculating theoretical quantity / sample CI for test 1294/3017... (N=700, M=116)      \r",
      "Calculating theoretical quantity / sample CI for test 1295/3017... (N=191, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1296/3017... (N=1253, M=582)      \r",
      "Calculating theoretical quantity / sample CI for test 1297/3017... (N=178, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 1298/3017... (N=1294, M=453)      \r",
      "Calculating theoretical quantity / sample CI for test 1299/3017... (N=384, M=198)      \r",
      "Calculating theoretical quantity / sample CI for test 1300/3017... (N=119, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1301/3017... (N=151, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 1302/3017... (N=110, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 1303/3017... (N=88, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 1304/3017... (N=1157, M=896)      \r",
      "Calculating theoretical quantity / sample CI for test 1305/3017... (N=338, M=184)      \r",
      "Calculating theoretical quantity / sample CI for test 1306/3017... (N=1133, M=290)      \r",
      "Calculating theoretical quantity / sample CI for test 1307/3017... (N=409, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 1308/3017... (N=423, M=271)      \r",
      "Calculating theoretical quantity / sample CI for test 1309/3017... (N=626, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 1310/3017... (N=78, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1311/3017... (N=1423, M=274)      \r",
      "Calculating theoretical quantity / sample CI for test 1312/3017... (N=954, M=230)      \r",
      "Calculating theoretical quantity / sample CI for test 1313/3017... (N=204, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 1314/3017... (N=1195, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1315/3017... (N=482, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1316/3017... (N=1410, M=117)      \r",
      "Calculating theoretical quantity / sample CI for test 1317/3017... (N=2754, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1318/3017... (N=2151, M=339)      \r",
      "Calculating theoretical quantity / sample CI for test 1319/3017... (N=712, M=240)      \r",
      "Calculating theoretical quantity / sample CI for test 1320/3017... (N=115, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 1321/3017... (N=109, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1322/3017... (N=357, M=214)      \r",
      "Calculating theoretical quantity / sample CI for test 1323/3017... (N=109, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1324/3017... (N=136, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 1325/3017... (N=134, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1326/3017... (N=188, M=100)      \r",
      "Calculating theoretical quantity / sample CI for test 1327/3017... (N=273, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 1328/3017... (N=124, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1329/3017... (N=121, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 1330/3017... (N=106, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 1331/3017... (N=195, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1332/3017... (N=348, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 1333/3017... (N=581, M=288)      \r",
      "Calculating theoretical quantity / sample CI for test 1334/3017... (N=72, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1335/3017... (N=196, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1336/3017... (N=1371, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 1337/3017... (N=478, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 1338/3017... (N=45, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1339/3017... (N=669, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 1340/3017... (N=181, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 1341/3017... (N=342, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1342/3017... (N=2573, M=2046)      \r",
      "Calculating theoretical quantity / sample CI for test 1343/3017... (N=355, M=266)      \r",
      "Calculating theoretical quantity / sample CI for test 1344/3017... (N=44, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1345/3017... (N=532, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1346/3017... (N=228, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1347/3017... (N=43, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1348/3017... (N=643, M=483)      \r",
      "Calculating theoretical quantity / sample CI for test 1349/3017... (N=158, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 1350/3017... (N=1288, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 1351/3017... (N=239, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 1352/3017... (N=99, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 1353/3017... (N=643, M=407)      \r",
      "Calculating theoretical quantity / sample CI for test 1354/3017... (N=2485, M=945)      \r",
      "Calculating theoretical quantity / sample CI for test 1355/3017... (N=2450, M=773)      \r",
      "Calculating theoretical quantity / sample CI for test 1356/3017... (N=1457, M=900)      \r",
      "Calculating theoretical quantity / sample CI for test 1357/3017... (N=1477, M=696)      \r",
      "Calculating theoretical quantity / sample CI for test 1358/3017... (N=90, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1359/3017... (N=468, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 1360/3017... (N=117, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 1361/3017... (N=127, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 1362/3017... (N=3089, M=1411)      \r",
      "Calculating theoretical quantity / sample CI for test 1363/3017... (N=304, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 1364/3017... (N=320, M=91)      \r",
      "Calculating theoretical quantity / sample CI for test 1365/3017... (N=404, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 1366/3017... (N=58, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1367/3017... (N=551, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 1368/3017... (N=148, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1369/3017... (N=135, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1370/3017... (N=2225, M=1536)      \r",
      "Calculating theoretical quantity / sample CI for test 1371/3017... (N=2488, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 1372/3017... (N=178, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 1373/3017... (N=36, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1374/3017... (N=143, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 1375/3017... (N=245, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1376/3017... (N=76, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1377/3017... (N=2371, M=576)      \r",
      "Calculating theoretical quantity / sample CI for test 1378/3017... (N=96, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 1379/3017... (N=1425, M=750)      \r",
      "Calculating theoretical quantity / sample CI for test 1380/3017... (N=431, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 1381/3017... (N=217, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 1382/3017... (N=2682, M=514)      \r",
      "Calculating theoretical quantity / sample CI for test 1383/3017... (N=870, M=423)      \r",
      "Calculating theoretical quantity / sample CI for test 1384/3017... (N=51, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1385/3017... (N=519, M=311)      \r",
      "Calculating theoretical quantity / sample CI for test 1386/3017... (N=58, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1387/3017... (N=236, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1388/3017... (N=618, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 1389/3017... (N=1888, M=988)      \r",
      "Calculating theoretical quantity / sample CI for test 1390/3017... (N=287, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1391/3017... (N=1328, M=339)      \r",
      "Calculating theoretical quantity / sample CI for test 1392/3017... (N=58, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1393/3017... (N=2093, M=1419)      \r",
      "Calculating theoretical quantity / sample CI for test 1394/3017... (N=142, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 1395/3017... (N=318, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 1396/3017... (N=1114, M=266)      \r",
      "Calculating theoretical quantity / sample CI for test 1397/3017... (N=135, M=85)      \r",
      "Calculating theoretical quantity / sample CI for test 1398/3017... (N=225, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1399/3017... (N=537, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 1400/3017... (N=313, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 1401/3017... (N=384, M=210)      \r",
      "Calculating theoretical quantity / sample CI for test 1402/3017... (N=1880, M=370)      \r",
      "Calculating theoretical quantity / sample CI for test 1403/3017... (N=1969, M=353)      \r",
      "Calculating theoretical quantity / sample CI for test 1404/3017... (N=817, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 1405/3017... (N=265, M=128)      \r",
      "Calculating theoretical quantity / sample CI for test 1406/3017... (N=188, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 1407/3017... (N=2336, M=401)      \r",
      "Calculating theoretical quantity / sample CI for test 1408/3017... (N=860, M=100)      \r",
      "Calculating theoretical quantity / sample CI for test 1409/3017... (N=1034, M=225)      \r",
      "Calculating theoretical quantity / sample CI for test 1410/3017... (N=221, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 1411/3017... (N=1405, M=571)      \r",
      "Calculating theoretical quantity / sample CI for test 1412/3017... (N=1672, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 1413/3017... (N=524, M=286)      \r",
      "Calculating theoretical quantity / sample CI for test 1414/3017... (N=399, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1415/3017... (N=77, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 1416/3017... (N=1862, M=1108)      \r",
      "Calculating theoretical quantity / sample CI for test 1417/3017... (N=507, M=393)      \r",
      "Calculating theoretical quantity / sample CI for test 1418/3017... (N=1875, M=1362)      \r",
      "Calculating theoretical quantity / sample CI for test 1419/3017... (N=57, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1420/3017... (N=118, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1421/3017... (N=86, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1422/3017... (N=98, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1423/3017... (N=70, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1424/3017... (N=2300, M=1274)      \r",
      "Calculating theoretical quantity / sample CI for test 1425/3017... (N=791, M=382)      \r",
      "Calculating theoretical quantity / sample CI for test 1426/3017... (N=864, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 1427/3017... (N=1458, M=334)      \r",
      "Calculating theoretical quantity / sample CI for test 1428/3017... (N=200, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1429/3017... (N=597, M=353)      \r",
      "Calculating theoretical quantity / sample CI for test 1430/3017... (N=303, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 1431/3017... (N=1182, M=706)      \r",
      "Calculating theoretical quantity / sample CI for test 1432/3017... (N=1023, M=753)      \r",
      "Calculating theoretical quantity / sample CI for test 1433/3017... (N=211, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 1434/3017... (N=228, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 1435/3017... (N=300, M=178)      \r",
      "Calculating theoretical quantity / sample CI for test 1436/3017... (N=361, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1437/3017... (N=92, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 1438/3017... (N=988, M=672)      \r",
      "Calculating theoretical quantity / sample CI for test 1439/3017... (N=1976, M=1208)      \r",
      "Calculating theoretical quantity / sample CI for test 1440/3017... (N=3014, M=817)      \r",
      "Calculating theoretical quantity / sample CI for test 1441/3017... (N=1747, M=1001)      \r",
      "Calculating theoretical quantity / sample CI for test 1442/3017... (N=830, M=396)      \r",
      "Calculating theoretical quantity / sample CI for test 1443/3017... (N=255, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 1444/3017... (N=532, M=137)      \r",
      "Calculating theoretical quantity / sample CI for test 1445/3017... (N=1493, M=240)      \r",
      "Calculating theoretical quantity / sample CI for test 1446/3017... (N=1299, M=208)      \r",
      "Calculating theoretical quantity / sample CI for test 1447/3017... (N=616, M=347)      \r",
      "Calculating theoretical quantity / sample CI for test 1448/3017... (N=2647, M=206)      \r",
      "Calculating theoretical quantity / sample CI for test 1449/3017... (N=560, M=363)      \r",
      "Calculating theoretical quantity / sample CI for test 1450/3017... (N=285, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 1451/3017... (N=68, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1452/3017... (N=453, M=167)      \r",
      "Calculating theoretical quantity / sample CI for test 1453/3017... (N=209, M=138)      \r",
      "Calculating theoretical quantity / sample CI for test 1454/3017... (N=437, M=214)      \r",
      "Calculating theoretical quantity / sample CI for test 1455/3017... (N=97, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 1456/3017... (N=436, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 1457/3017... (N=265, M=147)      \r",
      "Calculating theoretical quantity / sample CI for test 1458/3017... (N=137, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1459/3017... (N=578, M=381)      \r",
      "Calculating theoretical quantity / sample CI for test 1460/3017... (N=348, M=259)      \r",
      "Calculating theoretical quantity / sample CI for test 1461/3017... (N=68, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1462/3017... (N=270, M=212)      \r",
      "Calculating theoretical quantity / sample CI for test 1463/3017... (N=1627, M=241)      \r",
      "Calculating theoretical quantity / sample CI for test 1464/3017... (N=2108, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 1465/3017... (N=1909, M=158)      \r",
      "Calculating theoretical quantity / sample CI for test 1466/3017... (N=203, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 1467/3017... (N=767, M=428)      \r",
      "Calculating theoretical quantity / sample CI for test 1468/3017... (N=109, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1469/3017... (N=1414, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 1470/3017... (N=809, M=449)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1471/3017... (N=164, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1472/3017... (N=552, M=412)      \r",
      "Calculating theoretical quantity / sample CI for test 1473/3017... (N=379, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 1474/3017... (N=616, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 1475/3017... (N=1138, M=721)      \r",
      "Calculating theoretical quantity / sample CI for test 1476/3017... (N=369, M=275)      \r",
      "Calculating theoretical quantity / sample CI for test 1477/3017... (N=1594, M=557)      \r",
      "Calculating theoretical quantity / sample CI for test 1478/3017... (N=1194, M=468)      \r",
      "Calculating theoretical quantity / sample CI for test 1479/3017... (N=40, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1480/3017... (N=55, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1481/3017... (N=786, M=625)      \r",
      "Calculating theoretical quantity / sample CI for test 1482/3017... (N=232, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 1483/3017... (N=848, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 1484/3017... (N=454, M=215)      \r",
      "Calculating theoretical quantity / sample CI for test 1485/3017... (N=84, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1486/3017... (N=2303, M=543)      \r",
      "Calculating theoretical quantity / sample CI for test 1487/3017... (N=458, M=234)      \r",
      "Calculating theoretical quantity / sample CI for test 1488/3017... (N=84, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1489/3017... (N=2229, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 1490/3017... (N=368, M=263)      \r",
      "Calculating theoretical quantity / sample CI for test 1491/3017... (N=48, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1492/3017... (N=1176, M=900)      \r",
      "Calculating theoretical quantity / sample CI for test 1493/3017... (N=43, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 1494/3017... (N=47, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1495/3017... (N=301, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 1496/3017... (N=2923, M=1043)      \r",
      "Calculating theoretical quantity / sample CI for test 1497/3017... (N=890, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 1498/3017... (N=930, M=528)      \r",
      "Calculating theoretical quantity / sample CI for test 1499/3017... (N=3076, M=607)      \r",
      "Calculating theoretical quantity / sample CI for test 1500/3017... (N=1447, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 1501/3017... (N=195, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1502/3017... (N=1850, M=647)      \r",
      "Calculating theoretical quantity / sample CI for test 1503/3017... (N=413, M=319)      \r",
      "Calculating theoretical quantity / sample CI for test 1504/3017... (N=83, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1505/3017... (N=777, M=348)      \r",
      "Calculating theoretical quantity / sample CI for test 1506/3017... (N=603, M=355)      \r",
      "Calculating theoretical quantity / sample CI for test 1507/3017... (N=500, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 1508/3017... (N=81, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1509/3017... (N=112, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1510/3017... (N=988, M=637)      \r",
      "Calculating theoretical quantity / sample CI for test 1511/3017... (N=2506, M=1386)      \r",
      "Calculating theoretical quantity / sample CI for test 1512/3017... (N=2219, M=467)      \r",
      "Calculating theoretical quantity / sample CI for test 1513/3017... (N=755, M=435)      \r",
      "Calculating theoretical quantity / sample CI for test 1514/3017... (N=85, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1515/3017... (N=1052, M=665)      \r",
      "Calculating theoretical quantity / sample CI for test 1516/3017... (N=117, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1517/3017... (N=1446, M=187)      \r",
      "Calculating theoretical quantity / sample CI for test 1518/3017... (N=676, M=247)      \r",
      "Calculating theoretical quantity / sample CI for test 1519/3017... (N=201, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1520/3017... (N=364, M=239)      \r",
      "Calculating theoretical quantity / sample CI for test 1521/3017... (N=2623, M=511)      \r",
      "Calculating theoretical quantity / sample CI for test 1522/3017... (N=219, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 1523/3017... (N=341, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 1524/3017... (N=432, M=115)      \r",
      "Calculating theoretical quantity / sample CI for test 1525/3017... (N=218, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1526/3017... (N=459, M=327)      \r",
      "Calculating theoretical quantity / sample CI for test 1527/3017... (N=607, M=307)      \r",
      "Calculating theoretical quantity / sample CI for test 1528/3017... (N=1033, M=530)      \r",
      "Calculating theoretical quantity / sample CI for test 1529/3017... (N=265, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1530/3017... (N=53, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1531/3017... (N=66, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1532/3017... (N=325, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 1533/3017... (N=178, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 1534/3017... (N=120, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 1535/3017... (N=503, M=341)      \r",
      "Calculating theoretical quantity / sample CI for test 1536/3017... (N=2512, M=858)      \r",
      "Calculating theoretical quantity / sample CI for test 1537/3017... (N=220, M=164)      \r",
      "Calculating theoretical quantity / sample CI for test 1538/3017... (N=2642, M=1643)      \r",
      "Calculating theoretical quantity / sample CI for test 1539/3017... (N=309, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 1540/3017... (N=1511, M=595)      \r",
      "Calculating theoretical quantity / sample CI for test 1541/3017... (N=918, M=714)      \r",
      "Calculating theoretical quantity / sample CI for test 1542/3017... (N=569, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1543/3017... (N=890, M=378)      \r",
      "Calculating theoretical quantity / sample CI for test 1544/3017... (N=351, M=172)      \r",
      "Calculating theoretical quantity / sample CI for test 1545/3017... (N=1882, M=1320)      \r",
      "Calculating theoretical quantity / sample CI for test 1546/3017... (N=303, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 1547/3017... (N=143, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 1548/3017... (N=360, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1549/3017... (N=2723, M=1726)      \r",
      "Calculating theoretical quantity / sample CI for test 1550/3017... (N=1565, M=1151)      \r",
      "Calculating theoretical quantity / sample CI for test 1551/3017... (N=1475, M=701)      \r",
      "Calculating theoretical quantity / sample CI for test 1552/3017... (N=1973, M=83)      \r",
      "Calculating theoretical quantity / sample CI for test 1553/3017... (N=79, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1554/3017... (N=316, M=216)      \r",
      "Calculating theoretical quantity / sample CI for test 1555/3017... (N=164, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 1556/3017... (N=756, M=331)      \r",
      "Calculating theoretical quantity / sample CI for test 1557/3017... (N=209, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 1558/3017... (N=188, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 1559/3017... (N=1568, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 1560/3017... (N=50, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1561/3017... (N=49, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1562/3017... (N=471, M=266)      \r",
      "Calculating theoretical quantity / sample CI for test 1563/3017... (N=133, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 1564/3017... (N=2278, M=272)      \r",
      "Calculating theoretical quantity / sample CI for test 1565/3017... (N=43, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1566/3017... (N=152, M=117)      \r",
      "Calculating theoretical quantity / sample CI for test 1567/3017... (N=456, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 1568/3017... (N=90, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1569/3017... (N=347, M=168)      \r",
      "Calculating theoretical quantity / sample CI for test 1570/3017... (N=51, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1571/3017... (N=195, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1572/3017... (N=2445, M=1315)      \r",
      "Calculating theoretical quantity / sample CI for test 1573/3017... (N=2686, M=775)      \r",
      "Calculating theoretical quantity / sample CI for test 1574/3017... (N=142, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 1575/3017... (N=1683, M=603)      \r",
      "Calculating theoretical quantity / sample CI for test 1576/3017... (N=1272, M=204)      \r",
      "Calculating theoretical quantity / sample CI for test 1577/3017... (N=579, M=453)      \r",
      "Calculating theoretical quantity / sample CI for test 1578/3017... (N=199, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 1579/3017... (N=250, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 1580/3017... (N=281, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 1581/3017... (N=1758, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 1582/3017... (N=71, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1583/3017... (N=1383, M=430)      \r",
      "Calculating theoretical quantity / sample CI for test 1584/3017... (N=2791, M=1245)      \r",
      "Calculating theoretical quantity / sample CI for test 1585/3017... (N=774, M=370)      \r",
      "Calculating theoretical quantity / sample CI for test 1586/3017... (N=1311, M=360)      \r",
      "Calculating theoretical quantity / sample CI for test 1587/3017... (N=43, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1588/3017... (N=514, M=310)      \r",
      "Calculating theoretical quantity / sample CI for test 1589/3017... (N=2836, M=1304)      \r",
      "Calculating theoretical quantity / sample CI for test 1590/3017... (N=266, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 1591/3017... (N=236, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 1592/3017... (N=295, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 1593/3017... (N=552, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 1594/3017... (N=58, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1595/3017... (N=109, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 1596/3017... (N=2348, M=1144)      \r",
      "Calculating theoretical quantity / sample CI for test 1597/3017... (N=2667, M=1303)      \r",
      "Calculating theoretical quantity / sample CI for test 1598/3017... (N=607, M=463)      \r",
      "Calculating theoretical quantity / sample CI for test 1599/3017... (N=476, M=149)      \r",
      "Calculating theoretical quantity / sample CI for test 1600/3017... (N=492, M=285)      \r",
      "Calculating theoretical quantity / sample CI for test 1601/3017... (N=497, M=238)      \r",
      "Calculating theoretical quantity / sample CI for test 1602/3017... (N=715, M=175)      \r",
      "Calculating theoretical quantity / sample CI for test 1603/3017... (N=792, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 1604/3017... (N=40, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1605/3017... (N=1248, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 1606/3017... (N=77, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 1607/3017... (N=2261, M=633)      \r",
      "Calculating theoretical quantity / sample CI for test 1608/3017... (N=69, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1609/3017... (N=1872, M=1205)      \r",
      "Calculating theoretical quantity / sample CI for test 1610/3017... (N=199, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 1611/3017... (N=243, M=189)      \r",
      "Calculating theoretical quantity / sample CI for test 1612/3017... (N=405, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 1613/3017... (N=109, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 1614/3017... (N=265, M=206)      \r",
      "Calculating theoretical quantity / sample CI for test 1615/3017... (N=168, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 1616/3017... (N=1015, M=513)      \r",
      "Calculating theoretical quantity / sample CI for test 1617/3017... (N=2546, M=111)      \r",
      "Calculating theoretical quantity / sample CI for test 1618/3017... (N=395, M=203)      \r",
      "Calculating theoretical quantity / sample CI for test 1619/3017... (N=1166, M=886)      \r",
      "Calculating theoretical quantity / sample CI for test 1620/3017... (N=1405, M=349)      \r",
      "Calculating theoretical quantity / sample CI for test 1621/3017... (N=981, M=654)      \r",
      "Calculating theoretical quantity / sample CI for test 1622/3017... (N=234, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 1623/3017... (N=860, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 1624/3017... (N=118, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1625/3017... (N=48, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1626/3017... (N=233, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1627/3017... (N=193, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 1628/3017... (N=213, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 1629/3017... (N=34, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1630/3017... (N=178, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1631/3017... (N=52, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1632/3017... (N=114, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 1633/3017... (N=204, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1634/3017... (N=335, M=178)      \r",
      "Calculating theoretical quantity / sample CI for test 1635/3017... (N=271, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 1636/3017... (N=1404, M=488)      \r",
      "Calculating theoretical quantity / sample CI for test 1637/3017... (N=508, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1638/3017... (N=52, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1639/3017... (N=81, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 1640/3017... (N=141, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1641/3017... (N=657, M=216)      \r",
      "Calculating theoretical quantity / sample CI for test 1642/3017... (N=368, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 1643/3017... (N=2375, M=477)      \r",
      "Calculating theoretical quantity / sample CI for test 1644/3017... (N=1702, M=786)      \r",
      "Calculating theoretical quantity / sample CI for test 1645/3017... (N=98, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 1646/3017... (N=808, M=575)      \r",
      "Calculating theoretical quantity / sample CI for test 1647/3017... (N=1125, M=442)      \r",
      "Calculating theoretical quantity / sample CI for test 1648/3017... (N=41, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1649/3017... (N=1086, M=252)      \r",
      "Calculating theoretical quantity / sample CI for test 1650/3017... (N=171, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 1651/3017... (N=2689, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 1652/3017... (N=815, M=512)      \r",
      "Calculating theoretical quantity / sample CI for test 1653/3017... (N=294, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 1654/3017... (N=1069, M=367)      \r",
      "Calculating theoretical quantity / sample CI for test 1655/3017... (N=289, M=170)      \r",
      "Calculating theoretical quantity / sample CI for test 1656/3017... (N=1137, M=494)      \r",
      "Calculating theoretical quantity / sample CI for test 1657/3017... (N=2538, M=273)      \r",
      "Calculating theoretical quantity / sample CI for test 1658/3017... (N=1318, M=371)      \r",
      "Calculating theoretical quantity / sample CI for test 1659/3017... (N=1485, M=900)      \r",
      "Calculating theoretical quantity / sample CI for test 1660/3017... (N=2022, M=578)      \r",
      "Calculating theoretical quantity / sample CI for test 1661/3017... (N=1360, M=193)      \r",
      "Calculating theoretical quantity / sample CI for test 1662/3017... (N=520, M=365)      \r",
      "Calculating theoretical quantity / sample CI for test 1663/3017... (N=2536, M=2021)      \r",
      "Calculating theoretical quantity / sample CI for test 1664/3017... (N=258, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 1665/3017... (N=70, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 1666/3017... (N=937, M=508)      \r",
      "Calculating theoretical quantity / sample CI for test 1667/3017... (N=2668, M=246)      \r",
      "Calculating theoretical quantity / sample CI for test 1668/3017... (N=2481, M=1916)      \r",
      "Calculating theoretical quantity / sample CI for test 1669/3017... (N=86, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 1670/3017... (N=367, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 1671/3017... (N=91, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1672/3017... (N=376, M=166)      \r",
      "Calculating theoretical quantity / sample CI for test 1673/3017... (N=354, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 1674/3017... (N=2636, M=1450)      \r",
      "Calculating theoretical quantity / sample CI for test 1675/3017... (N=1923, M=1474)      \r",
      "Calculating theoretical quantity / sample CI for test 1676/3017... (N=1173, M=850)      \r",
      "Calculating theoretical quantity / sample CI for test 1677/3017... (N=813, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 1678/3017... (N=289, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1679/3017... (N=160, M=120)      \r",
      "Calculating theoretical quantity / sample CI for test 1680/3017... (N=33, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1681/3017... (N=1460, M=645)      \r",
      "Calculating theoretical quantity / sample CI for test 1682/3017... (N=360, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 1683/3017... (N=81, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 1684/3017... (N=1838, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 1685/3017... (N=505, M=268)      \r",
      "Calculating theoretical quantity / sample CI for test 1686/3017... (N=121, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 1687/3017... (N=236, M=180)      \r",
      "Calculating theoretical quantity / sample CI for test 1688/3017... (N=631, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 1689/3017... (N=1670, M=930)      \r",
      "Calculating theoretical quantity / sample CI for test 1690/3017... (N=1667, M=1046)      \r",
      "Calculating theoretical quantity / sample CI for test 1691/3017... (N=981, M=445)      \r",
      "Calculating theoretical quantity / sample CI for test 1692/3017... (N=245, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 1693/3017... (N=340, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 1694/3017... (N=411, M=206)      \r",
      "Calculating theoretical quantity / sample CI for test 1695/3017... (N=397, M=225)      \r",
      "Calculating theoretical quantity / sample CI for test 1696/3017... (N=254, M=192)      \r",
      "Calculating theoretical quantity / sample CI for test 1697/3017... (N=37, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1698/3017... (N=562, M=418)      \r",
      "Calculating theoretical quantity / sample CI for test 1699/3017... (N=94, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 1700/3017... (N=1605, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 1701/3017... (N=212, M=158)      \r",
      "Calculating theoretical quantity / sample CI for test 1702/3017... (N=89, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1703/3017... (N=283, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 1704/3017... (N=40, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1705/3017... (N=203, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 1706/3017... (N=1621, M=379)      \r",
      "Calculating theoretical quantity / sample CI for test 1707/3017... (N=482, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 1708/3017... (N=1217, M=881)      \r",
      "Calculating theoretical quantity / sample CI for test 1709/3017... (N=1317, M=990)      \r",
      "Calculating theoretical quantity / sample CI for test 1710/3017... (N=170, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1711/3017... (N=1020, M=539)      \r",
      "Calculating theoretical quantity / sample CI for test 1712/3017... (N=2815, M=949)      \r",
      "Calculating theoretical quantity / sample CI for test 1713/3017... (N=1264, M=544)      \r",
      "Calculating theoretical quantity / sample CI for test 1714/3017... (N=291, M=205)      \r",
      "Calculating theoretical quantity / sample CI for test 1715/3017... (N=864, M=505)      \r",
      "Calculating theoretical quantity / sample CI for test 1716/3017... (N=338, M=100)      \r",
      "Calculating theoretical quantity / sample CI for test 1717/3017... (N=1062, M=255)      \r",
      "Calculating theoretical quantity / sample CI for test 1718/3017... (N=651, M=351)      \r",
      "Calculating theoretical quantity / sample CI for test 1719/3017... (N=55, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1720/3017... (N=61, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1721/3017... (N=905, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 1722/3017... (N=96, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1723/3017... (N=61, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1724/3017... (N=738, M=190)      \r",
      "Calculating theoretical quantity / sample CI for test 1725/3017... (N=2054, M=1228)      \r",
      "Calculating theoretical quantity / sample CI for test 1726/3017... (N=113, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 1727/3017... (N=433, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1728/3017... (N=102, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1729/3017... (N=74, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 1730/3017... (N=1958, M=721)      \r",
      "Calculating theoretical quantity / sample CI for test 1731/3017... (N=1999, M=680)      \r",
      "Calculating theoretical quantity / sample CI for test 1732/3017... (N=3025, M=227)      \r",
      "Calculating theoretical quantity / sample CI for test 1733/3017... (N=165, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 1734/3017... (N=1874, M=1375)      \r",
      "Calculating theoretical quantity / sample CI for test 1735/3017... (N=2895, M=1031)      \r",
      "Calculating theoretical quantity / sample CI for test 1736/3017... (N=1304, M=191)      \r",
      "Calculating theoretical quantity / sample CI for test 1737/3017... (N=1181, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1738/3017... (N=54, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1739/3017... (N=183, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1740/3017... (N=827, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 1741/3017... (N=801, M=616)      \r",
      "Calculating theoretical quantity / sample CI for test 1742/3017... (N=836, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 1743/3017... (N=55, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1744/3017... (N=1102, M=484)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 1745/3017... (N=2242, M=254)      \r",
      "Calculating theoretical quantity / sample CI for test 1746/3017... (N=183, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 1747/3017... (N=1482, M=669)      \r",
      "Calculating theoretical quantity / sample CI for test 1748/3017... (N=128, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 1749/3017... (N=1055, M=391)      \r",
      "Calculating theoretical quantity / sample CI for test 1750/3017... (N=100, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1751/3017... (N=267, M=213)      \r",
      "Calculating theoretical quantity / sample CI for test 1752/3017... (N=119, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1753/3017... (N=60, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 1754/3017... (N=1725, M=82)      \r",
      "Calculating theoretical quantity / sample CI for test 1755/3017... (N=67, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1756/3017... (N=197, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 1757/3017... (N=245, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 1758/3017... (N=844, M=337)      \r",
      "Calculating theoretical quantity / sample CI for test 1759/3017... (N=1000, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 1760/3017... (N=2192, M=1311)      \r",
      "Calculating theoretical quantity / sample CI for test 1761/3017... (N=324, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1762/3017... (N=233, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 1763/3017... (N=1582, M=982)      \r",
      "Calculating theoretical quantity / sample CI for test 1764/3017... (N=43, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1765/3017... (N=73, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 1766/3017... (N=321, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1767/3017... (N=695, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 1768/3017... (N=1050, M=738)      \r",
      "Calculating theoretical quantity / sample CI for test 1769/3017... (N=2987, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 1770/3017... (N=2857, M=1674)      \r",
      "Calculating theoretical quantity / sample CI for test 1771/3017... (N=2005, M=1227)      \r",
      "Calculating theoretical quantity / sample CI for test 1772/3017... (N=299, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 1773/3017... (N=1070, M=312)      \r",
      "Calculating theoretical quantity / sample CI for test 1774/3017... (N=1033, M=291)      \r",
      "Calculating theoretical quantity / sample CI for test 1775/3017... (N=1601, M=256)      \r",
      "Calculating theoretical quantity / sample CI for test 1776/3017... (N=42, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1777/3017... (N=86, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 1778/3017... (N=80, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 1779/3017... (N=3122, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 1780/3017... (N=842, M=491)      \r",
      "Calculating theoretical quantity / sample CI for test 1781/3017... (N=72, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1782/3017... (N=791, M=319)      \r",
      "Calculating theoretical quantity / sample CI for test 1783/3017... (N=1419, M=547)      \r",
      "Calculating theoretical quantity / sample CI for test 1784/3017... (N=621, M=412)      \r",
      "Calculating theoretical quantity / sample CI for test 1785/3017... (N=818, M=383)      \r",
      "Calculating theoretical quantity / sample CI for test 1786/3017... (N=426, M=268)      \r",
      "Calculating theoretical quantity / sample CI for test 1787/3017... (N=1328, M=862)      \r",
      "Calculating theoretical quantity / sample CI for test 1788/3017... (N=2507, M=1316)      \r",
      "Calculating theoretical quantity / sample CI for test 1789/3017... (N=122, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 1790/3017... (N=96, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1791/3017... (N=48, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1792/3017... (N=512, M=271)      \r",
      "Calculating theoretical quantity / sample CI for test 1793/3017... (N=29, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1794/3017... (N=268, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1795/3017... (N=2068, M=1192)      \r",
      "Calculating theoretical quantity / sample CI for test 1796/3017... (N=597, M=348)      \r",
      "Calculating theoretical quantity / sample CI for test 1797/3017... (N=1759, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1798/3017... (N=171, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1799/3017... (N=76, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 1800/3017... (N=254, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 1801/3017... (N=624, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 1802/3017... (N=546, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1803/3017... (N=55, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1804/3017... (N=78, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1805/3017... (N=259, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 1806/3017... (N=27, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1807/3017... (N=505, M=304)      \r",
      "Calculating theoretical quantity / sample CI for test 1808/3017... (N=520, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 1809/3017... (N=1415, M=653)      \r",
      "Calculating theoretical quantity / sample CI for test 1810/3017... (N=37, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1811/3017... (N=1345, M=900)      \r",
      "Calculating theoretical quantity / sample CI for test 1812/3017... (N=724, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 1813/3017... (N=110, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 1814/3017... (N=2934, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 1815/3017... (N=173, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1816/3017... (N=74, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1817/3017... (N=863, M=151)      \r",
      "Calculating theoretical quantity / sample CI for test 1818/3017... (N=576, M=219)      \r",
      "Calculating theoretical quantity / sample CI for test 1819/3017... (N=704, M=182)      \r",
      "Calculating theoretical quantity / sample CI for test 1820/3017... (N=455, M=221)      \r",
      "Calculating theoretical quantity / sample CI for test 1821/3017... (N=282, M=223)      \r",
      "Calculating theoretical quantity / sample CI for test 1822/3017... (N=2709, M=2028)      \r",
      "Calculating theoretical quantity / sample CI for test 1823/3017... (N=636, M=383)      \r",
      "Calculating theoretical quantity / sample CI for test 1824/3017... (N=46, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1825/3017... (N=2482, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 1826/3017... (N=421, M=277)      \r",
      "Calculating theoretical quantity / sample CI for test 1827/3017... (N=604, M=114)      \r",
      "Calculating theoretical quantity / sample CI for test 1828/3017... (N=2270, M=1365)      \r",
      "Calculating theoretical quantity / sample CI for test 1829/3017... (N=2072, M=1144)      \r",
      "Calculating theoretical quantity / sample CI for test 1830/3017... (N=2211, M=1475)      \r",
      "Calculating theoretical quantity / sample CI for test 1831/3017... (N=165, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 1832/3017... (N=929, M=645)      \r",
      "Calculating theoretical quantity / sample CI for test 1833/3017... (N=611, M=257)      \r",
      "Calculating theoretical quantity / sample CI for test 1834/3017... (N=89, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1835/3017... (N=517, M=253)      \r",
      "Calculating theoretical quantity / sample CI for test 1836/3017... (N=376, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 1837/3017... (N=751, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1838/3017... (N=59, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1839/3017... (N=2316, M=436)      \r",
      "Calculating theoretical quantity / sample CI for test 1840/3017... (N=2910, M=705)      \r",
      "Calculating theoretical quantity / sample CI for test 1841/3017... (N=115, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 1842/3017... (N=85, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 1843/3017... (N=2755, M=1180)      \r",
      "Calculating theoretical quantity / sample CI for test 1844/3017... (N=587, M=380)      \r",
      "Calculating theoretical quantity / sample CI for test 1845/3017... (N=540, M=252)      \r",
      "Calculating theoretical quantity / sample CI for test 1846/3017... (N=2154, M=682)      \r",
      "Calculating theoretical quantity / sample CI for test 1847/3017... (N=1272, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 1848/3017... (N=104, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1849/3017... (N=210, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1850/3017... (N=91, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 1851/3017... (N=704, M=173)      \r",
      "Calculating theoretical quantity / sample CI for test 1852/3017... (N=439, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 1853/3017... (N=391, M=204)      \r",
      "Calculating theoretical quantity / sample CI for test 1854/3017... (N=117, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1855/3017... (N=367, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 1856/3017... (N=177, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 1857/3017... (N=993, M=489)      \r",
      "Calculating theoretical quantity / sample CI for test 1858/3017... (N=881, M=281)      \r",
      "Calculating theoretical quantity / sample CI for test 1859/3017... (N=1128, M=247)      \r",
      "Calculating theoretical quantity / sample CI for test 1860/3017... (N=287, M=177)      \r",
      "Calculating theoretical quantity / sample CI for test 1861/3017... (N=96, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1862/3017... (N=292, M=209)      \r",
      "Calculating theoretical quantity / sample CI for test 1863/3017... (N=2909, M=1978)      \r",
      "Calculating theoretical quantity / sample CI for test 1864/3017... (N=128, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1865/3017... (N=189, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 1866/3017... (N=944, M=516)      \r",
      "Calculating theoretical quantity / sample CI for test 1867/3017... (N=2265, M=624)      \r",
      "Calculating theoretical quantity / sample CI for test 1868/3017... (N=1184, M=235)      \r",
      "Calculating theoretical quantity / sample CI for test 1869/3017... (N=643, M=452)      \r",
      "Calculating theoretical quantity / sample CI for test 1870/3017... (N=277, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 1871/3017... (N=309, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 1872/3017... (N=3139, M=2489)      \r",
      "Calculating theoretical quantity / sample CI for test 1873/3017... (N=95, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1874/3017... (N=430, M=128)      \r",
      "Calculating theoretical quantity / sample CI for test 1875/3017... (N=431, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 1876/3017... (N=167, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 1877/3017... (N=684, M=400)      \r",
      "Calculating theoretical quantity / sample CI for test 1878/3017... (N=182, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1879/3017... (N=996, M=219)      \r",
      "Calculating theoretical quantity / sample CI for test 1880/3017... (N=974, M=675)      \r",
      "Calculating theoretical quantity / sample CI for test 1881/3017... (N=142, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1882/3017... (N=237, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 1883/3017... (N=1601, M=345)      \r",
      "Calculating theoretical quantity / sample CI for test 1884/3017... (N=121, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1885/3017... (N=2719, M=492)      \r",
      "Calculating theoretical quantity / sample CI for test 1886/3017... (N=2776, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 1887/3017... (N=106, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1888/3017... (N=2898, M=1602)      \r",
      "Calculating theoretical quantity / sample CI for test 1889/3017... (N=1478, M=958)      \r",
      "Calculating theoretical quantity / sample CI for test 1890/3017... (N=166, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 1891/3017... (N=438, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1892/3017... (N=314, M=122)      \r",
      "Calculating theoretical quantity / sample CI for test 1893/3017... (N=1267, M=235)      \r",
      "Calculating theoretical quantity / sample CI for test 1894/3017... (N=1473, M=911)      \r",
      "Calculating theoretical quantity / sample CI for test 1895/3017... (N=312, M=139)      \r",
      "Calculating theoretical quantity / sample CI for test 1896/3017... (N=32, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 1897/3017... (N=2789, M=1875)      \r",
      "Calculating theoretical quantity / sample CI for test 1898/3017... (N=1397, M=534)      \r",
      "Calculating theoretical quantity / sample CI for test 1899/3017... (N=104, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 1900/3017... (N=624, M=232)      \r",
      "Calculating theoretical quantity / sample CI for test 1901/3017... (N=512, M=344)      \r",
      "Calculating theoretical quantity / sample CI for test 1902/3017... (N=2562, M=222)      \r",
      "Calculating theoretical quantity / sample CI for test 1903/3017... (N=151, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 1904/3017... (N=82, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1905/3017... (N=1604, M=1076)      \r",
      "Calculating theoretical quantity / sample CI for test 1906/3017... (N=285, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 1907/3017... (N=111, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 1908/3017... (N=355, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 1909/3017... (N=492, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1910/3017... (N=81, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1911/3017... (N=2555, M=1324)      \r",
      "Calculating theoretical quantity / sample CI for test 1912/3017... (N=570, M=253)      \r",
      "Calculating theoretical quantity / sample CI for test 1913/3017... (N=481, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 1914/3017... (N=50, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 1915/3017... (N=412, M=120)      \r",
      "Calculating theoretical quantity / sample CI for test 1916/3017... (N=171, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 1917/3017... (N=151, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 1918/3017... (N=99, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1919/3017... (N=105, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 1920/3017... (N=898, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1921/3017... (N=446, M=239)      \r",
      "Calculating theoretical quantity / sample CI for test 1922/3017... (N=211, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 1923/3017... (N=354, M=238)      \r",
      "Calculating theoretical quantity / sample CI for test 1924/3017... (N=2167, M=769)      \r",
      "Calculating theoretical quantity / sample CI for test 1925/3017... (N=74, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1926/3017... (N=76, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 1927/3017... (N=348, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1928/3017... (N=271, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 1929/3017... (N=49, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1930/3017... (N=762, M=233)      \r",
      "Calculating theoretical quantity / sample CI for test 1931/3017... (N=821, M=509)      \r",
      "Calculating theoretical quantity / sample CI for test 1932/3017... (N=1600, M=1063)      \r",
      "Calculating theoretical quantity / sample CI for test 1933/3017... (N=727, M=193)      "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "Calculating theoretical quantity / sample CI for test 1934/3017... (N=230, M=178)      \r",
      "Calculating theoretical quantity / sample CI for test 1935/3017... (N=111, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 1936/3017... (N=245, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 1937/3017... (N=535, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 1938/3017... (N=297, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 1939/3017... (N=1385, M=614)      \r",
      "Calculating theoretical quantity / sample CI for test 1940/3017... (N=1821, M=317)      \r",
      "Calculating theoretical quantity / sample CI for test 1941/3017... (N=113, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 1942/3017... (N=461, M=258)      \r",
      "Calculating theoretical quantity / sample CI for test 1943/3017... (N=1133, M=856)      \r",
      "Calculating theoretical quantity / sample CI for test 1944/3017... (N=233, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 1945/3017... (N=1762, M=411)      \r",
      "Calculating theoretical quantity / sample CI for test 1946/3017... (N=526, M=261)      \r",
      "Calculating theoretical quantity / sample CI for test 1947/3017... (N=640, M=154)      \r",
      "Calculating theoretical quantity / sample CI for test 1948/3017... (N=921, M=618)      \r",
      "Calculating theoretical quantity / sample CI for test 1949/3017... (N=837, M=366)      \r",
      "Calculating theoretical quantity / sample CI for test 1950/3017... (N=226, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 1951/3017... (N=1263, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 1952/3017... (N=250, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 1953/3017... (N=2665, M=1539)      \r",
      "Calculating theoretical quantity / sample CI for test 1954/3017... (N=1953, M=852)      \r",
      "Calculating theoretical quantity / sample CI for test 1955/3017... (N=405, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 1956/3017... (N=2389, M=1404)      \r",
      "Calculating theoretical quantity / sample CI for test 1957/3017... (N=1432, M=1003)      \r",
      "Calculating theoretical quantity / sample CI for test 1958/3017... (N=1267, M=1007)      \r",
      "Calculating theoretical quantity / sample CI for test 1959/3017... (N=123, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 1960/3017... (N=171, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1961/3017... (N=144, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1962/3017... (N=2011, M=981)      \r",
      "Calculating theoretical quantity / sample CI for test 1963/3017... (N=876, M=509)      \r",
      "Calculating theoretical quantity / sample CI for test 1964/3017... (N=85, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 1965/3017... (N=273, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1966/3017... (N=3122, M=784)      \r",
      "Calculating theoretical quantity / sample CI for test 1967/3017... (N=1702, M=1081)      \r",
      "Calculating theoretical quantity / sample CI for test 1968/3017... (N=64, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 1969/3017... (N=37, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 1970/3017... (N=2408, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 1971/3017... (N=2425, M=960)      \r",
      "Calculating theoretical quantity / sample CI for test 1972/3017... (N=119, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 1973/3017... (N=45, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 1974/3017... (N=320, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 1975/3017... (N=1376, M=425)      \r",
      "Calculating theoretical quantity / sample CI for test 1976/3017... (N=3128, M=534)      \r",
      "Calculating theoretical quantity / sample CI for test 1977/3017... (N=82, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 1978/3017... (N=444, M=256)      \r",
      "Calculating theoretical quantity / sample CI for test 1979/3017... (N=61, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 1980/3017... (N=247, M=165)      \r",
      "Calculating theoretical quantity / sample CI for test 1981/3017... (N=566, M=268)      \r",
      "Calculating theoretical quantity / sample CI for test 1982/3017... (N=131, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 1983/3017... (N=559, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 1984/3017... (N=89, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 1985/3017... (N=160, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 1986/3017... (N=692, M=519)      \r",
      "Calculating theoretical quantity / sample CI for test 1987/3017... (N=1832, M=1441)      \r",
      "Calculating theoretical quantity / sample CI for test 1988/3017... (N=68, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 1989/3017... (N=264, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 1990/3017... (N=1663, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 1991/3017... (N=159, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1992/3017... (N=2854, M=1528)      \r",
      "Calculating theoretical quantity / sample CI for test 1993/3017... (N=1540, M=589)      \r",
      "Calculating theoretical quantity / sample CI for test 1994/3017... (N=563, M=180)      \r",
      "Calculating theoretical quantity / sample CI for test 1995/3017... (N=107, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 1996/3017... (N=224, M=98)      \r",
      "Calculating theoretical quantity / sample CI for test 1997/3017... (N=480, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 1998/3017... (N=141, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 1999/3017... (N=2068, M=1458)      \r",
      "Calculating theoretical quantity / sample CI for test 2000/3017... (N=1197, M=643)      \r",
      "Calculating theoretical quantity / sample CI for test 2001/3017... (N=512, M=301)      \r",
      "Calculating theoretical quantity / sample CI for test 2002/3017... (N=557, M=260)      \r",
      "Calculating theoretical quantity / sample CI for test 2003/3017... (N=550, M=398)      \r",
      "Calculating theoretical quantity / sample CI for test 2004/3017... (N=389, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 2005/3017... (N=1852, M=391)      \r",
      "Calculating theoretical quantity / sample CI for test 2006/3017... (N=136, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 2007/3017... (N=447, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 2008/3017... (N=901, M=673)      \r",
      "Calculating theoretical quantity / sample CI for test 2009/3017... (N=1679, M=721)      \r",
      "Calculating theoretical quantity / sample CI for test 2010/3017... (N=400, M=217)      \r",
      "Calculating theoretical quantity / sample CI for test 2011/3017... (N=656, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2012/3017... (N=390, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 2013/3017... (N=737, M=358)      \r",
      "Calculating theoretical quantity / sample CI for test 2014/3017... (N=181, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 2015/3017... (N=71, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2016/3017... (N=1583, M=132)      \r",
      "Calculating theoretical quantity / sample CI for test 2017/3017... (N=193, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 2018/3017... (N=373, M=143)      \r",
      "Calculating theoretical quantity / sample CI for test 2019/3017... (N=60, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2020/3017... (N=2032, M=1221)      \r",
      "Calculating theoretical quantity / sample CI for test 2021/3017... (N=1274, M=470)      \r",
      "Calculating theoretical quantity / sample CI for test 2022/3017... (N=1118, M=637)      \r",
      "Calculating theoretical quantity / sample CI for test 2023/3017... (N=1822, M=243)      \r",
      "Calculating theoretical quantity / sample CI for test 2024/3017... (N=83, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 2025/3017... (N=1190, M=357)      \r",
      "Calculating theoretical quantity / sample CI for test 2026/3017... (N=1800, M=740)      \r",
      "Calculating theoretical quantity / sample CI for test 2027/3017... (N=462, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 2028/3017... (N=1326, M=260)      \r",
      "Calculating theoretical quantity / sample CI for test 2029/3017... (N=208, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2030/3017... (N=273, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2031/3017... (N=183, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 2032/3017... (N=781, M=524)      \r",
      "Calculating theoretical quantity / sample CI for test 2033/3017... (N=538, M=232)      \r",
      "Calculating theoretical quantity / sample CI for test 2034/3017... (N=969, M=631)      \r",
      "Calculating theoretical quantity / sample CI for test 2035/3017... (N=1277, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 2036/3017... (N=1012, M=137)      \r",
      "Calculating theoretical quantity / sample CI for test 2037/3017... (N=3043, M=1836)      \r",
      "Calculating theoretical quantity / sample CI for test 2038/3017... (N=996, M=404)      \r",
      "Calculating theoretical quantity / sample CI for test 2039/3017... (N=1199, M=355)      \r",
      "Calculating theoretical quantity / sample CI for test 2040/3017... (N=1627, M=1235)      \r",
      "Calculating theoretical quantity / sample CI for test 2041/3017... (N=158, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2042/3017... (N=165, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 2043/3017... (N=775, M=512)      \r",
      "Calculating theoretical quantity / sample CI for test 2044/3017... (N=78, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2045/3017... (N=1889, M=196)      \r",
      "Calculating theoretical quantity / sample CI for test 2046/3017... (N=111, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 2047/3017... (N=433, M=273)      \r",
      "Calculating theoretical quantity / sample CI for test 2048/3017... (N=65, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2049/3017... (N=232, M=130)      \r",
      "Calculating theoretical quantity / sample CI for test 2050/3017... (N=1121, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2051/3017... (N=63, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2052/3017... (N=68, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2053/3017... (N=210, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 2054/3017... (N=1568, M=1100)      \r",
      "Calculating theoretical quantity / sample CI for test 2055/3017... (N=391, M=279)      \r",
      "Calculating theoretical quantity / sample CI for test 2056/3017... (N=140, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2057/3017... (N=2451, M=1908)      \r",
      "Calculating theoretical quantity / sample CI for test 2058/3017... (N=58, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2059/3017... (N=154, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 2060/3017... (N=89, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2061/3017... (N=395, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 2062/3017... (N=2401, M=1591)      \r",
      "Calculating theoretical quantity / sample CI for test 2063/3017... (N=103, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 2064/3017... (N=374, M=162)      \r",
      "Calculating theoretical quantity / sample CI for test 2065/3017... (N=2109, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2066/3017... (N=1443, M=1027)      \r",
      "Calculating theoretical quantity / sample CI for test 2067/3017... (N=75, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2068/3017... (N=363, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 2069/3017... (N=920, M=706)      \r",
      "Calculating theoretical quantity / sample CI for test 2070/3017... (N=462, M=286)      \r",
      "Calculating theoretical quantity / sample CI for test 2071/3017... (N=113, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 2072/3017... (N=51, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 2073/3017... (N=106, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2074/3017... (N=431, M=147)      \r",
      "Calculating theoretical quantity / sample CI for test 2075/3017... (N=109, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2076/3017... (N=147, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 2077/3017... (N=185, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 2078/3017... (N=1188, M=391)      \r",
      "Calculating theoretical quantity / sample CI for test 2079/3017... (N=2299, M=1137)      \r",
      "Calculating theoretical quantity / sample CI for test 2080/3017... (N=198, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 2081/3017... (N=208, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 2082/3017... (N=671, M=527)      \r",
      "Calculating theoretical quantity / sample CI for test 2083/3017... (N=516, M=292)      \r",
      "Calculating theoretical quantity / sample CI for test 2084/3017... (N=330, M=138)      \r",
      "Calculating theoretical quantity / sample CI for test 2085/3017... (N=229, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 2086/3017... (N=1436, M=910)      \r",
      "Calculating theoretical quantity / sample CI for test 2087/3017... (N=255, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 2088/3017... (N=352, M=232)      \r",
      "Calculating theoretical quantity / sample CI for test 2089/3017... (N=1094, M=834)      \r",
      "Calculating theoretical quantity / sample CI for test 2090/3017... (N=2638, M=1236)      \r",
      "Calculating theoretical quantity / sample CI for test 2091/3017... (N=144, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 2092/3017... (N=637, M=369)      \r",
      "Calculating theoretical quantity / sample CI for test 2093/3017... (N=174, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 2094/3017... (N=421, M=162)      \r",
      "Calculating theoretical quantity / sample CI for test 2095/3017... (N=92, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 2096/3017... (N=149, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 2097/3017... (N=219, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2098/3017... (N=2103, M=659)      \r",
      "Calculating theoretical quantity / sample CI for test 2099/3017... (N=337, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 2100/3017... (N=2995, M=2343)      \r",
      "Calculating theoretical quantity / sample CI for test 2101/3017... (N=153, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2102/3017... (N=654, M=170)      \r",
      "Calculating theoretical quantity / sample CI for test 2103/3017... (N=39, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2104/3017... (N=571, M=390)      \r",
      "Calculating theoretical quantity / sample CI for test 2105/3017... (N=1964, M=693)      \r",
      "Calculating theoretical quantity / sample CI for test 2106/3017... (N=2859, M=2081)      \r",
      "Calculating theoretical quantity / sample CI for test 2107/3017... (N=1042, M=407)      \r",
      "Calculating theoretical quantity / sample CI for test 2108/3017... (N=81, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2109/3017... (N=791, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 2110/3017... (N=2510, M=1805)      \r",
      "Calculating theoretical quantity / sample CI for test 2111/3017... (N=1524, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 2112/3017... (N=124, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 2113/3017... (N=268, M=81)      \r",
      "Calculating theoretical quantity / sample CI for test 2114/3017... (N=638, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2115/3017... (N=334, M=138)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 2116/3017... (N=75, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2117/3017... (N=316, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2118/3017... (N=196, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2119/3017... (N=529, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2120/3017... (N=80, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2121/3017... (N=113, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2122/3017... (N=83, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2123/3017... (N=392, M=308)      \r",
      "Calculating theoretical quantity / sample CI for test 2124/3017... (N=97, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2125/3017... (N=558, M=418)      \r",
      "Calculating theoretical quantity / sample CI for test 2126/3017... (N=904, M=706)      \r",
      "Calculating theoretical quantity / sample CI for test 2127/3017... (N=213, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 2128/3017... (N=128, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 2129/3017... (N=238, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 2130/3017... (N=3011, M=837)      \r",
      "Calculating theoretical quantity / sample CI for test 2131/3017... (N=1643, M=435)      \r",
      "Calculating theoretical quantity / sample CI for test 2132/3017... (N=386, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2133/3017... (N=208, M=163)      \r",
      "Calculating theoretical quantity / sample CI for test 2134/3017... (N=230, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 2135/3017... (N=606, M=463)      \r",
      "Calculating theoretical quantity / sample CI for test 2136/3017... (N=744, M=379)      \r",
      "Calculating theoretical quantity / sample CI for test 2137/3017... (N=688, M=529)      \r",
      "Calculating theoretical quantity / sample CI for test 2138/3017... (N=76, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2139/3017... (N=455, M=342)      \r",
      "Calculating theoretical quantity / sample CI for test 2140/3017... (N=34, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2141/3017... (N=1249, M=567)      \r",
      "Calculating theoretical quantity / sample CI for test 2142/3017... (N=139, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2143/3017... (N=522, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2144/3017... (N=204, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 2145/3017... (N=1729, M=490)      \r",
      "Calculating theoretical quantity / sample CI for test 2146/3017... (N=382, M=253)      \r",
      "Calculating theoretical quantity / sample CI for test 2147/3017... (N=41, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2148/3017... (N=855, M=581)      \r",
      "Calculating theoretical quantity / sample CI for test 2149/3017... (N=87, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2150/3017... (N=275, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 2151/3017... (N=2281, M=327)      \r",
      "Calculating theoretical quantity / sample CI for test 2152/3017... (N=519, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 2153/3017... (N=93, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 2154/3017... (N=144, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 2155/3017... (N=3011, M=384)      \r",
      "Calculating theoretical quantity / sample CI for test 2156/3017... (N=1156, M=708)      \r",
      "Calculating theoretical quantity / sample CI for test 2157/3017... (N=1641, M=999)      \r",
      "Calculating theoretical quantity / sample CI for test 2158/3017... (N=65, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2159/3017... (N=306, M=222)      \r",
      "Calculating theoretical quantity / sample CI for test 2160/3017... (N=1904, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 2161/3017... (N=1076, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 2162/3017... (N=455, M=154)      \r",
      "Calculating theoretical quantity / sample CI for test 2163/3017... (N=2983, M=813)      \r",
      "Calculating theoretical quantity / sample CI for test 2164/3017... (N=94, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2165/3017... (N=2939, M=1357)      \r",
      "Calculating theoretical quantity / sample CI for test 2166/3017... (N=477, M=358)      \r",
      "Calculating theoretical quantity / sample CI for test 2167/3017... (N=93, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2168/3017... (N=772, M=403)      \r",
      "Calculating theoretical quantity / sample CI for test 2169/3017... (N=475, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 2170/3017... (N=2170, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 2171/3017... (N=128, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2172/3017... (N=1879, M=1183)      \r",
      "Calculating theoretical quantity / sample CI for test 2173/3017... (N=308, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2174/3017... (N=695, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 2175/3017... (N=638, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 2176/3017... (N=76, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2177/3017... (N=127, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 2178/3017... (N=102, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2179/3017... (N=1999, M=1400)      \r",
      "Calculating theoretical quantity / sample CI for test 2180/3017... (N=91, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2181/3017... (N=157, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 2182/3017... (N=1662, M=888)      \r",
      "Calculating theoretical quantity / sample CI for test 2183/3017... (N=716, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 2184/3017... (N=279, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 2185/3017... (N=2208, M=719)      \r",
      "Calculating theoretical quantity / sample CI for test 2186/3017... (N=305, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 2187/3017... (N=852, M=214)      \r",
      "Calculating theoretical quantity / sample CI for test 2188/3017... (N=585, M=448)      \r",
      "Calculating theoretical quantity / sample CI for test 2189/3017... (N=627, M=162)      \r",
      "Calculating theoretical quantity / sample CI for test 2190/3017... (N=117, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 2191/3017... (N=73, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2192/3017... (N=184, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2193/3017... (N=2737, M=1534)      \r",
      "Calculating theoretical quantity / sample CI for test 2194/3017... (N=1773, M=997)      \r",
      "Calculating theoretical quantity / sample CI for test 2195/3017... (N=185, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2196/3017... (N=99, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2197/3017... (N=132, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2198/3017... (N=646, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2199/3017... (N=582, M=447)      \r",
      "Calculating theoretical quantity / sample CI for test 2200/3017... (N=608, M=447)      \r",
      "Calculating theoretical quantity / sample CI for test 2201/3017... (N=870, M=314)      \r",
      "Calculating theoretical quantity / sample CI for test 2202/3017... (N=1595, M=367)      \r",
      "Calculating theoretical quantity / sample CI for test 2203/3017... (N=389, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 2204/3017... (N=1048, M=272)      \r",
      "Calculating theoretical quantity / sample CI for test 2205/3017... (N=102, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2206/3017... (N=582, M=329)      \r",
      "Calculating theoretical quantity / sample CI for test 2207/3017... (N=1212, M=283)      \r",
      "Calculating theoretical quantity / sample CI for test 2208/3017... (N=417, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 2209/3017... (N=869, M=478)      \r",
      "Calculating theoretical quantity / sample CI for test 2210/3017... (N=3084, M=2282)      \r",
      "Calculating theoretical quantity / sample CI for test 2211/3017... (N=1141, M=694)      \r",
      "Calculating theoretical quantity / sample CI for test 2212/3017... (N=2569, M=831)      \r",
      "Calculating theoretical quantity / sample CI for test 2213/3017... (N=247, M=77)      \r",
      "Calculating theoretical quantity / sample CI for test 2214/3017... (N=1321, M=855)      \r",
      "Calculating theoretical quantity / sample CI for test 2215/3017... (N=2024, M=1367)      \r",
      "Calculating theoretical quantity / sample CI for test 2216/3017... (N=750, M=436)      \r",
      "Calculating theoretical quantity / sample CI for test 2217/3017... (N=2960, M=1739)      \r",
      "Calculating theoretical quantity / sample CI for test 2218/3017... (N=70, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2219/3017... (N=734, M=532)      \r",
      "Calculating theoretical quantity / sample CI for test 2220/3017... (N=2538, M=1849)      \r",
      "Calculating theoretical quantity / sample CI for test 2221/3017... (N=212, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 2222/3017... (N=37, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2223/3017... (N=1477, M=223)      \r",
      "Calculating theoretical quantity / sample CI for test 2224/3017... (N=302, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2225/3017... (N=1499, M=528)      \r",
      "Calculating theoretical quantity / sample CI for test 2226/3017... (N=237, M=141)      \r",
      "Calculating theoretical quantity / sample CI for test 2227/3017... (N=207, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2228/3017... (N=52, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2229/3017... (N=679, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 2230/3017... (N=154, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 2231/3017... (N=142, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2232/3017... (N=566, M=232)      \r",
      "Calculating theoretical quantity / sample CI for test 2233/3017... (N=328, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 2234/3017... (N=73, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2235/3017... (N=488, M=290)      \r",
      "Calculating theoretical quantity / sample CI for test 2236/3017... (N=521, M=185)      \r",
      "Calculating theoretical quantity / sample CI for test 2237/3017... (N=1353, M=362)      \r",
      "Calculating theoretical quantity / sample CI for test 2238/3017... (N=1975, M=1540)      \r",
      "Calculating theoretical quantity / sample CI for test 2239/3017... (N=87, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 2240/3017... (N=2857, M=1569)      \r",
      "Calculating theoretical quantity / sample CI for test 2241/3017... (N=272, M=179)      \r",
      "Calculating theoretical quantity / sample CI for test 2242/3017... (N=243, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 2243/3017... (N=1385, M=291)      \r",
      "Calculating theoretical quantity / sample CI for test 2244/3017... (N=773, M=318)      \r",
      "Calculating theoretical quantity / sample CI for test 2245/3017... (N=2733, M=1779)      \r",
      "Calculating theoretical quantity / sample CI for test 2246/3017... (N=138, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2247/3017... (N=2055, M=869)      \r",
      "Calculating theoretical quantity / sample CI for test 2248/3017... (N=574, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2249/3017... (N=269, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2250/3017... (N=78, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2251/3017... (N=939, M=335)      \r",
      "Calculating theoretical quantity / sample CI for test 2252/3017... (N=1321, M=170)      \r",
      "Calculating theoretical quantity / sample CI for test 2253/3017... (N=243, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 2254/3017... (N=716, M=522)      \r",
      "Calculating theoretical quantity / sample CI for test 2255/3017... (N=2553, M=641)      \r",
      "Calculating theoretical quantity / sample CI for test 2256/3017... (N=94, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2257/3017... (N=2542, M=213)      \r",
      "Calculating theoretical quantity / sample CI for test 2258/3017... (N=77, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 2259/3017... (N=2778, M=965)      \r",
      "Calculating theoretical quantity / sample CI for test 2260/3017... (N=82, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2261/3017... (N=2101, M=726)      \r",
      "Calculating theoretical quantity / sample CI for test 2262/3017... (N=168, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2263/3017... (N=1379, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 2264/3017... (N=1460, M=295)      \r",
      "Calculating theoretical quantity / sample CI for test 2265/3017... (N=107, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 2266/3017... (N=41, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2267/3017... (N=101, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2268/3017... (N=468, M=326)      \r",
      "Calculating theoretical quantity / sample CI for test 2269/3017... (N=2156, M=1408)      \r",
      "Calculating theoretical quantity / sample CI for test 2270/3017... (N=400, M=231)      \r",
      "Calculating theoretical quantity / sample CI for test 2271/3017... (N=224, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 2272/3017... (N=152, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2273/3017... (N=465, M=288)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 2274/3017... (N=409, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 2275/3017... (N=28, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2276/3017... (N=618, M=336)      \r",
      "Calculating theoretical quantity / sample CI for test 2277/3017... (N=79, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2278/3017... (N=251, M=113)      \r",
      "Calculating theoretical quantity / sample CI for test 2279/3017... (N=255, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 2280/3017... (N=158, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 2281/3017... (N=2404, M=1132)      \r",
      "Calculating theoretical quantity / sample CI for test 2282/3017... (N=128, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2283/3017... (N=132, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 2284/3017... (N=89, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2285/3017... (N=94, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2286/3017... (N=2007, M=1463)      \r",
      "Calculating theoretical quantity / sample CI for test 2287/3017... (N=54, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2288/3017... (N=52, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2289/3017... (N=200, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 2290/3017... (N=1342, M=569)      \r",
      "Calculating theoretical quantity / sample CI for test 2291/3017... (N=219, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 2292/3017... (N=238, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 2293/3017... (N=129, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2294/3017... (N=805, M=624)      \r",
      "Calculating theoretical quantity / sample CI for test 2295/3017... (N=151, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2296/3017... (N=218, M=146)      \r",
      "Calculating theoretical quantity / sample CI for test 2297/3017... (N=786, M=264)      \r",
      "Calculating theoretical quantity / sample CI for test 2298/3017... (N=59, M=42)      \r",
      "Calculating theoretical quantity / sample CI for test 2299/3017... (N=1733, M=1194)      \r",
      "Calculating theoretical quantity / sample CI for test 2300/3017... (N=853, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 2301/3017... (N=2466, M=1944)      \r",
      "Calculating theoretical quantity / sample CI for test 2302/3017... (N=236, M=57)      \r",
      "Calculating theoretical quantity / sample CI for test 2303/3017... (N=1399, M=494)      \r",
      "Calculating theoretical quantity / sample CI for test 2304/3017... (N=106, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 2305/3017... (N=687, M=435)      \r",
      "Calculating theoretical quantity / sample CI for test 2306/3017... (N=999, M=743)      \r",
      "Calculating theoretical quantity / sample CI for test 2307/3017... (N=281, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2308/3017... (N=2346, M=402)      \r",
      "Calculating theoretical quantity / sample CI for test 2309/3017... (N=330, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 2310/3017... (N=2477, M=974)      \r",
      "Calculating theoretical quantity / sample CI for test 2311/3017... (N=101, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 2312/3017... (N=43, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2313/3017... (N=114, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2314/3017... (N=2342, M=914)      \r",
      "Calculating theoretical quantity / sample CI for test 2315/3017... (N=1324, M=623)      \r",
      "Calculating theoretical quantity / sample CI for test 2316/3017... (N=82, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2317/3017... (N=972, M=631)      \r",
      "Calculating theoretical quantity / sample CI for test 2318/3017... (N=3103, M=1394)      \r",
      "Calculating theoretical quantity / sample CI for test 2319/3017... (N=1313, M=431)      \r",
      "Calculating theoretical quantity / sample CI for test 2320/3017... (N=984, M=166)      \r",
      "Calculating theoretical quantity / sample CI for test 2321/3017... (N=1422, M=85)      \r",
      "Calculating theoretical quantity / sample CI for test 2322/3017... (N=240, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2323/3017... (N=117, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2324/3017... (N=188, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 2325/3017... (N=1139, M=656)      \r",
      "Calculating theoretical quantity / sample CI for test 2326/3017... (N=108, M=82)      \r",
      "Calculating theoretical quantity / sample CI for test 2327/3017... (N=180, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2328/3017... (N=902, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 2329/3017... (N=128, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 2330/3017... (N=106, M=69)      \r",
      "Calculating theoretical quantity / sample CI for test 2331/3017... (N=2381, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 2332/3017... (N=485, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 2333/3017... (N=479, M=201)      \r",
      "Calculating theoretical quantity / sample CI for test 2334/3017... (N=607, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 2335/3017... (N=1624, M=408)      \r",
      "Calculating theoretical quantity / sample CI for test 2336/3017... (N=1777, M=681)      \r",
      "Calculating theoretical quantity / sample CI for test 2337/3017... (N=1377, M=1060)      \r",
      "Calculating theoretical quantity / sample CI for test 2338/3017... (N=257, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 2339/3017... (N=142, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2340/3017... (N=492, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 2341/3017... (N=424, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 2342/3017... (N=2308, M=393)      \r",
      "Calculating theoretical quantity / sample CI for test 2343/3017... (N=588, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2344/3017... (N=145, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 2345/3017... (N=97, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2346/3017... (N=384, M=183)      \r",
      "Calculating theoretical quantity / sample CI for test 2347/3017... (N=62, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2348/3017... (N=2512, M=1583)      \r",
      "Calculating theoretical quantity / sample CI for test 2349/3017... (N=2776, M=1405)      \r",
      "Calculating theoretical quantity / sample CI for test 2350/3017... (N=1549, M=394)      \r",
      "Calculating theoretical quantity / sample CI for test 2351/3017... (N=1056, M=291)      \r",
      "Calculating theoretical quantity / sample CI for test 2352/3017... (N=818, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2353/3017... (N=241, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 2354/3017... (N=334, M=253)      \r",
      "Calculating theoretical quantity / sample CI for test 2355/3017... (N=1797, M=310)      \r",
      "Calculating theoretical quantity / sample CI for test 2356/3017... (N=71, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2357/3017... (N=1116, M=763)      \r",
      "Calculating theoretical quantity / sample CI for test 2358/3017... (N=184, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2359/3017... (N=89, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2360/3017... (N=1210, M=792)      \r",
      "Calculating theoretical quantity / sample CI for test 2361/3017... (N=1675, M=1196)      \r",
      "Calculating theoretical quantity / sample CI for test 2362/3017... (N=1570, M=1171)      \r",
      "Calculating theoretical quantity / sample CI for test 2363/3017... (N=843, M=530)      \r",
      "Calculating theoretical quantity / sample CI for test 2364/3017... (N=2718, M=1743)      \r",
      "Calculating theoretical quantity / sample CI for test 2365/3017... (N=2654, M=1937)      \r",
      "Calculating theoretical quantity / sample CI for test 2366/3017... (N=65, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2367/3017... (N=618, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 2368/3017... (N=1029, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2369/3017... (N=957, M=701)      \r",
      "Calculating theoretical quantity / sample CI for test 2370/3017... (N=1075, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 2371/3017... (N=616, M=139)      \r",
      "Calculating theoretical quantity / sample CI for test 2372/3017... (N=286, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 2373/3017... (N=2777, M=1597)      \r",
      "Calculating theoretical quantity / sample CI for test 2374/3017... (N=431, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 2375/3017... (N=1346, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 2376/3017... (N=666, M=188)      \r",
      "Calculating theoretical quantity / sample CI for test 2377/3017... (N=2993, M=192)      \r",
      "Calculating theoretical quantity / sample CI for test 2378/3017... (N=2548, M=1085)      \r",
      "Calculating theoretical quantity / sample CI for test 2379/3017... (N=345, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 2380/3017... (N=128, M=86)      \r",
      "Calculating theoretical quantity / sample CI for test 2381/3017... (N=888, M=640)      \r",
      "Calculating theoretical quantity / sample CI for test 2382/3017... (N=2972, M=1609)      \r",
      "Calculating theoretical quantity / sample CI for test 2383/3017... (N=226, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2384/3017... (N=447, M=353)      \r",
      "Calculating theoretical quantity / sample CI for test 2385/3017... (N=103, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2386/3017... (N=93, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2387/3017... (N=565, M=209)      \r",
      "Calculating theoretical quantity / sample CI for test 2388/3017... (N=182, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 2389/3017... (N=1195, M=939)      \r",
      "Calculating theoretical quantity / sample CI for test 2390/3017... (N=1930, M=962)      \r",
      "Calculating theoretical quantity / sample CI for test 2391/3017... (N=69, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2392/3017... (N=2389, M=1580)      \r",
      "Calculating theoretical quantity / sample CI for test 2393/3017... (N=243, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 2394/3017... (N=375, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2395/3017... (N=44, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2396/3017... (N=114, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2397/3017... (N=154, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 2398/3017... (N=100, M=66)      \r",
      "Calculating theoretical quantity / sample CI for test 2399/3017... (N=1364, M=347)      \r",
      "Calculating theoretical quantity / sample CI for test 2400/3017... (N=1102, M=467)      \r",
      "Calculating theoretical quantity / sample CI for test 2401/3017... (N=344, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 2402/3017... (N=339, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 2403/3017... (N=155, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 2404/3017... (N=285, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 2405/3017... (N=2484, M=1871)      \r",
      "Calculating theoretical quantity / sample CI for test 2406/3017... (N=39, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2407/3017... (N=220, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 2408/3017... (N=799, M=557)      \r",
      "Calculating theoretical quantity / sample CI for test 2409/3017... (N=159, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 2410/3017... (N=384, M=222)      \r",
      "Calculating theoretical quantity / sample CI for test 2411/3017... (N=1335, M=559)      \r",
      "Calculating theoretical quantity / sample CI for test 2412/3017... (N=357, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 2413/3017... (N=680, M=440)      \r",
      "Calculating theoretical quantity / sample CI for test 2414/3017... (N=530, M=177)      \r",
      "Calculating theoretical quantity / sample CI for test 2415/3017... (N=1538, M=1197)      \r",
      "Calculating theoretical quantity / sample CI for test 2416/3017... (N=2229, M=1756)      \r",
      "Calculating theoretical quantity / sample CI for test 2417/3017... (N=783, M=452)      \r",
      "Calculating theoretical quantity / sample CI for test 2418/3017... (N=144, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2419/3017... (N=1098, M=544)      \r",
      "Calculating theoretical quantity / sample CI for test 2420/3017... (N=2989, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 2421/3017... (N=45, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2422/3017... (N=89, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2423/3017... (N=158, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2424/3017... (N=168, M=123)      \r",
      "Calculating theoretical quantity / sample CI for test 2425/3017... (N=1583, M=1146)      \r",
      "Calculating theoretical quantity / sample CI for test 2426/3017... (N=1100, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2427/3017... (N=234, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 2428/3017... (N=493, M=192)      \r",
      "Calculating theoretical quantity / sample CI for test 2429/3017... (N=1228, M=587)      \r",
      "Calculating theoretical quantity / sample CI for test 2430/3017... (N=2933, M=1525)      \r",
      "Calculating theoretical quantity / sample CI for test 2431/3017... (N=2663, M=707)      \r",
      "Calculating theoretical quantity / sample CI for test 2432/3017... (N=51, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2433/3017... (N=123, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 2434/3017... (N=2060, M=1620)      \r",
      "Calculating theoretical quantity / sample CI for test 2435/3017... (N=48, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2436/3017... (N=277, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2437/3017... (N=152, M=90)      \r",
      "Calculating theoretical quantity / sample CI for test 2438/3017... (N=441, M=209)      \r",
      "Calculating theoretical quantity / sample CI for test 2439/3017... (N=132, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 2440/3017... (N=2578, M=492)      \r",
      "Calculating theoretical quantity / sample CI for test 2441/3017... (N=610, M=315)      \r",
      "Calculating theoretical quantity / sample CI for test 2442/3017... (N=1891, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 2443/3017... (N=62, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2444/3017... (N=1006, M=265)      \r",
      "Calculating theoretical quantity / sample CI for test 2445/3017... (N=86, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2446/3017... (N=259, M=186)      \r",
      "Calculating theoretical quantity / sample CI for test 2447/3017... (N=1114, M=498)      \r",
      "Calculating theoretical quantity / sample CI for test 2448/3017... (N=59, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2449/3017... (N=1284, M=358)      \r",
      "Calculating theoretical quantity / sample CI for test 2450/3017... (N=2533, M=1892)      \r",
      "Calculating theoretical quantity / sample CI for test 2451/3017... (N=722, M=551)      \r",
      "Calculating theoretical quantity / sample CI for test 2452/3017... (N=520, M=193)      \r",
      "Calculating theoretical quantity / sample CI for test 2453/3017... (N=1178, M=644)      \r",
      "Calculating theoretical quantity / sample CI for test 2454/3017... (N=2833, M=1027)      \r",
      "Calculating theoretical quantity / sample CI for test 2455/3017... (N=190, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 2456/3017... (N=218, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 2457/3017... (N=456, M=88)      \r",
      "Calculating theoretical quantity / sample CI for test 2458/3017... (N=138, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2459/3017... (N=1596, M=283)      \r",
      "Calculating theoretical quantity / sample CI for test 2460/3017... (N=201, M=114)      \r",
      "Calculating theoretical quantity / sample CI for test 2461/3017... (N=309, M=192)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 2462/3017... (N=144, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2463/3017... (N=2158, M=1193)      \r",
      "Calculating theoretical quantity / sample CI for test 2464/3017... (N=2213, M=698)      \r",
      "Calculating theoretical quantity / sample CI for test 2465/3017... (N=1180, M=273)      \r",
      "Calculating theoretical quantity / sample CI for test 2466/3017... (N=236, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2467/3017... (N=2329, M=1048)      \r",
      "Calculating theoretical quantity / sample CI for test 2468/3017... (N=1768, M=1381)      \r",
      "Calculating theoretical quantity / sample CI for test 2469/3017... (N=1783, M=237)      \r",
      "Calculating theoretical quantity / sample CI for test 2470/3017... (N=573, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2471/3017... (N=605, M=471)      \r",
      "Calculating theoretical quantity / sample CI for test 2472/3017... (N=329, M=261)      \r",
      "Calculating theoretical quantity / sample CI for test 2473/3017... (N=875, M=585)      \r",
      "Calculating theoretical quantity / sample CI for test 2474/3017... (N=245, M=93)      \r",
      "Calculating theoretical quantity / sample CI for test 2475/3017... (N=234, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 2476/3017... (N=105, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 2477/3017... (N=367, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2478/3017... (N=1019, M=420)      \r",
      "Calculating theoretical quantity / sample CI for test 2479/3017... (N=445, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2480/3017... (N=1923, M=1237)      \r",
      "Calculating theoretical quantity / sample CI for test 2481/3017... (N=198, M=130)      \r",
      "Calculating theoretical quantity / sample CI for test 2482/3017... (N=2773, M=1487)      \r",
      "Calculating theoretical quantity / sample CI for test 2483/3017... (N=1041, M=649)      \r",
      "Calculating theoretical quantity / sample CI for test 2484/3017... (N=1620, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2485/3017... (N=1505, M=1025)      \r",
      "Calculating theoretical quantity / sample CI for test 2486/3017... (N=563, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 2487/3017... (N=810, M=449)      \r",
      "Calculating theoretical quantity / sample CI for test 2488/3017... (N=1605, M=563)      \r",
      "Calculating theoretical quantity / sample CI for test 2489/3017... (N=160, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2490/3017... (N=65, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 2491/3017... (N=1948, M=826)      \r",
      "Calculating theoretical quantity / sample CI for test 2492/3017... (N=790, M=169)      \r",
      "Calculating theoretical quantity / sample CI for test 2493/3017... (N=652, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 2494/3017... (N=168, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2495/3017... (N=2761, M=2112)      \r",
      "Calculating theoretical quantity / sample CI for test 2496/3017... (N=562, M=85)      \r",
      "Calculating theoretical quantity / sample CI for test 2497/3017... (N=2254, M=950)      \r",
      "Calculating theoretical quantity / sample CI for test 2498/3017... (N=131, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2499/3017... (N=352, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 2500/3017... (N=86, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2501/3017... (N=282, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2502/3017... (N=86, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2503/3017... (N=799, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2504/3017... (N=324, M=111)      \r",
      "Calculating theoretical quantity / sample CI for test 2505/3017... (N=1553, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 2506/3017... (N=2139, M=724)      \r",
      "Calculating theoretical quantity / sample CI for test 2507/3017... (N=63, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2508/3017... (N=508, M=262)      \r",
      "Calculating theoretical quantity / sample CI for test 2509/3017... (N=46, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2510/3017... (N=351, M=252)      \r",
      "Calculating theoretical quantity / sample CI for test 2511/3017... (N=2473, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 2512/3017... (N=169, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2513/3017... (N=1066, M=295)      \r",
      "Calculating theoretical quantity / sample CI for test 2514/3017... (N=782, M=406)      \r",
      "Calculating theoretical quantity / sample CI for test 2515/3017... (N=63, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2516/3017... (N=37, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2517/3017... (N=3096, M=2382)      \r",
      "Calculating theoretical quantity / sample CI for test 2518/3017... (N=229, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 2519/3017... (N=2014, M=451)      \r",
      "Calculating theoretical quantity / sample CI for test 2520/3017... (N=429, M=272)      \r",
      "Calculating theoretical quantity / sample CI for test 2521/3017... (N=273, M=92)      \r",
      "Calculating theoretical quantity / sample CI for test 2522/3017... (N=273, M=187)      \r",
      "Calculating theoretical quantity / sample CI for test 2523/3017... (N=142, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2524/3017... (N=1191, M=548)      \r",
      "Calculating theoretical quantity / sample CI for test 2525/3017... (N=424, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2526/3017... (N=1040, M=751)      \r",
      "Calculating theoretical quantity / sample CI for test 2527/3017... (N=621, M=429)      \r",
      "Calculating theoretical quantity / sample CI for test 2528/3017... (N=79, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2529/3017... (N=52, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2530/3017... (N=560, M=338)      \r",
      "Calculating theoretical quantity / sample CI for test 2531/3017... (N=522, M=311)      \r",
      "Calculating theoretical quantity / sample CI for test 2532/3017... (N=2318, M=336)      \r",
      "Calculating theoretical quantity / sample CI for test 2533/3017... (N=212, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 2534/3017... (N=1925, M=473)      \r",
      "Calculating theoretical quantity / sample CI for test 2535/3017... (N=133, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2536/3017... (N=461, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 2537/3017... (N=650, M=350)      \r",
      "Calculating theoretical quantity / sample CI for test 2538/3017... (N=331, M=233)      \r",
      "Calculating theoretical quantity / sample CI for test 2539/3017... (N=113, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2540/3017... (N=1675, M=285)      \r",
      "Calculating theoretical quantity / sample CI for test 2541/3017... (N=114, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2542/3017... (N=41, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2543/3017... (N=1110, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 2544/3017... (N=131, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2545/3017... (N=222, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2546/3017... (N=2351, M=1169)      \r",
      "Calculating theoretical quantity / sample CI for test 2547/3017... (N=1889, M=523)      \r",
      "Calculating theoretical quantity / sample CI for test 2548/3017... (N=1508, M=109)      \r",
      "Calculating theoretical quantity / sample CI for test 2549/3017... (N=1413, M=241)      \r",
      "Calculating theoretical quantity / sample CI for test 2550/3017... (N=3051, M=1573)      \r",
      "Calculating theoretical quantity / sample CI for test 2551/3017... (N=90, M=41)      \r",
      "Calculating theoretical quantity / sample CI for test 2552/3017... (N=122, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2553/3017... (N=185, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 2554/3017... (N=671, M=528)      \r",
      "Calculating theoretical quantity / sample CI for test 2555/3017... (N=1074, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2556/3017... (N=111, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2557/3017... (N=2359, M=1353)      \r",
      "Calculating theoretical quantity / sample CI for test 2558/3017... (N=384, M=237)      \r",
      "Calculating theoretical quantity / sample CI for test 2559/3017... (N=843, M=402)      \r",
      "Calculating theoretical quantity / sample CI for test 2560/3017... (N=248, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 2561/3017... (N=593, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 2562/3017... (N=273, M=141)      \r",
      "Calculating theoretical quantity / sample CI for test 2563/3017... (N=236, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 2564/3017... (N=1229, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 2565/3017... (N=379, M=301)      \r",
      "Calculating theoretical quantity / sample CI for test 2566/3017... (N=507, M=101)      \r",
      "Calculating theoretical quantity / sample CI for test 2567/3017... (N=98, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2568/3017... (N=170, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2569/3017... (N=160, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2570/3017... (N=106, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2571/3017... (N=1509, M=1031)      \r",
      "Calculating theoretical quantity / sample CI for test 2572/3017... (N=685, M=426)      \r",
      "Calculating theoretical quantity / sample CI for test 2573/3017... (N=142, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2574/3017... (N=50, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2575/3017... (N=905, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2576/3017... (N=939, M=207)      \r",
      "Calculating theoretical quantity / sample CI for test 2577/3017... (N=1552, M=359)      \r",
      "Calculating theoretical quantity / sample CI for test 2578/3017... (N=113, M=82)      \r",
      "Calculating theoretical quantity / sample CI for test 2579/3017... (N=88, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2580/3017... (N=2095, M=1270)      \r",
      "Calculating theoretical quantity / sample CI for test 2581/3017... (N=2152, M=451)      \r",
      "Calculating theoretical quantity / sample CI for test 2582/3017... (N=1106, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 2583/3017... (N=1744, M=593)      \r",
      "Calculating theoretical quantity / sample CI for test 2584/3017... (N=46, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2585/3017... (N=552, M=161)      \r",
      "Calculating theoretical quantity / sample CI for test 2586/3017... (N=2966, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 2587/3017... (N=782, M=556)      \r",
      "Calculating theoretical quantity / sample CI for test 2588/3017... (N=169, M=121)      \r",
      "Calculating theoretical quantity / sample CI for test 2589/3017... (N=169, M=119)      \r",
      "Calculating theoretical quantity / sample CI for test 2590/3017... (N=52, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2591/3017... (N=1605, M=752)      \r",
      "Calculating theoretical quantity / sample CI for test 2592/3017... (N=2541, M=844)      \r",
      "Calculating theoretical quantity / sample CI for test 2593/3017... (N=155, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2594/3017... (N=458, M=230)      \r",
      "Calculating theoretical quantity / sample CI for test 2595/3017... (N=1235, M=432)      \r",
      "Calculating theoretical quantity / sample CI for test 2596/3017... (N=68, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2597/3017... (N=1230, M=928)      \r",
      "Calculating theoretical quantity / sample CI for test 2598/3017... (N=330, M=249)      \r",
      "Calculating theoretical quantity / sample CI for test 2599/3017... (N=216, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2600/3017... (N=647, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 2601/3017... (N=54, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2602/3017... (N=176, M=97)      \r",
      "Calculating theoretical quantity / sample CI for test 2603/3017... (N=2694, M=1373)      \r",
      "Calculating theoretical quantity / sample CI for test 2604/3017... (N=455, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 2605/3017... (N=810, M=287)      \r",
      "Calculating theoretical quantity / sample CI for test 2606/3017... (N=1558, M=1064)      \r",
      "Calculating theoretical quantity / sample CI for test 2607/3017... (N=3119, M=114)      \r",
      "Calculating theoretical quantity / sample CI for test 2608/3017... (N=220, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2609/3017... (N=125, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 2610/3017... (N=297, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 2611/3017... (N=1283, M=642)      \r",
      "Calculating theoretical quantity / sample CI for test 2612/3017... (N=162, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 2613/3017... (N=461, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 2614/3017... (N=593, M=202)      \r",
      "Calculating theoretical quantity / sample CI for test 2615/3017... (N=91, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2616/3017... (N=144, M=104)      \r",
      "Calculating theoretical quantity / sample CI for test 2617/3017... (N=180, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2618/3017... (N=51, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2619/3017... (N=664, M=346)      \r",
      "Calculating theoretical quantity / sample CI for test 2620/3017... (N=538, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2621/3017... (N=2001, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 2622/3017... (N=576, M=129)      \r",
      "Calculating theoretical quantity / sample CI for test 2623/3017... (N=506, M=338)      \r",
      "Calculating theoretical quantity / sample CI for test 2624/3017... (N=166, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2625/3017... (N=2005, M=983)      \r",
      "Calculating theoretical quantity / sample CI for test 2626/3017... (N=232, M=43)      \r",
      "Calculating theoretical quantity / sample CI for test 2627/3017... (N=47, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2628/3017... (N=90, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 2629/3017... (N=2603, M=1631)      \r",
      "Calculating theoretical quantity / sample CI for test 2630/3017... (N=290, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 2631/3017... (N=1266, M=660)      \r",
      "Calculating theoretical quantity / sample CI for test 2632/3017... (N=225, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 2633/3017... (N=2066, M=957)      \r",
      "Calculating theoretical quantity / sample CI for test 2634/3017... (N=145, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2635/3017... (N=253, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 2636/3017... (N=193, M=96)      \r",
      "Calculating theoretical quantity / sample CI for test 2637/3017... (N=362, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 2638/3017... (N=2328, M=461)      \r",
      "Calculating theoretical quantity / sample CI for test 2639/3017... (N=406, M=128)      \r",
      "Calculating theoretical quantity / sample CI for test 2640/3017... (N=207, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2641/3017... (N=44, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2642/3017... (N=51, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2643/3017... (N=1427, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2644/3017... (N=1700, M=1177)      \r",
      "Calculating theoretical quantity / sample CI for test 2645/3017... (N=44, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2646/3017... (N=1561, M=483)      \r",
      "Calculating theoretical quantity / sample CI for test 2647/3017... (N=684, M=258)      \r",
      "Calculating theoretical quantity / sample CI for test 2648/3017... (N=33, M=26)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 2649/3017... (N=572, M=435)      \r",
      "Calculating theoretical quantity / sample CI for test 2650/3017... (N=1250, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2651/3017... (N=3139, M=777)      \r",
      "Calculating theoretical quantity / sample CI for test 2652/3017... (N=243, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 2653/3017... (N=1162, M=818)      \r",
      "Calculating theoretical quantity / sample CI for test 2654/3017... (N=1536, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 2655/3017... (N=2252, M=1515)      \r",
      "Calculating theoretical quantity / sample CI for test 2656/3017... (N=837, M=372)      \r",
      "Calculating theoretical quantity / sample CI for test 2657/3017... (N=69, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2658/3017... (N=143, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 2659/3017... (N=60, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2660/3017... (N=33, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2661/3017... (N=346, M=174)      \r",
      "Calculating theoretical quantity / sample CI for test 2662/3017... (N=469, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 2663/3017... (N=38, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2664/3017... (N=2376, M=1023)      \r",
      "Calculating theoretical quantity / sample CI for test 2665/3017... (N=159, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 2666/3017... (N=136, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2667/3017... (N=425, M=218)      \r",
      "Calculating theoretical quantity / sample CI for test 2668/3017... (N=1355, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 2669/3017... (N=1421, M=487)      \r",
      "Calculating theoretical quantity / sample CI for test 2670/3017... (N=530, M=44)      \r",
      "Calculating theoretical quantity / sample CI for test 2671/3017... (N=289, M=215)      \r",
      "Calculating theoretical quantity / sample CI for test 2672/3017... (N=1726, M=1210)      \r",
      "Calculating theoretical quantity / sample CI for test 2673/3017... (N=2598, M=2051)      \r",
      "Calculating theoretical quantity / sample CI for test 2674/3017... (N=2701, M=590)      \r",
      "Calculating theoretical quantity / sample CI for test 2675/3017... (N=3120, M=831)      \r",
      "Calculating theoretical quantity / sample CI for test 2676/3017... (N=2416, M=556)      \r",
      "Calculating theoretical quantity / sample CI for test 2677/3017... (N=92, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 2678/3017... (N=201, M=52)      \r",
      "Calculating theoretical quantity / sample CI for test 2679/3017... (N=742, M=539)      \r",
      "Calculating theoretical quantity / sample CI for test 2680/3017... (N=1858, M=780)      \r",
      "Calculating theoretical quantity / sample CI for test 2681/3017... (N=2866, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 2682/3017... (N=401, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 2683/3017... (N=418, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2684/3017... (N=1181, M=527)      \r",
      "Calculating theoretical quantity / sample CI for test 2685/3017... (N=213, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 2686/3017... (N=201, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2687/3017... (N=436, M=275)      \r",
      "Calculating theoretical quantity / sample CI for test 2688/3017... (N=433, M=193)      \r",
      "Calculating theoretical quantity / sample CI for test 2689/3017... (N=248, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 2690/3017... (N=990, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2691/3017... (N=306, M=130)      \r",
      "Calculating theoretical quantity / sample CI for test 2692/3017... (N=143, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 2693/3017... (N=60, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 2694/3017... (N=56, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2695/3017... (N=1694, M=847)      \r",
      "Calculating theoretical quantity / sample CI for test 2696/3017... (N=341, M=178)      \r",
      "Calculating theoretical quantity / sample CI for test 2697/3017... (N=120, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2698/3017... (N=179, M=133)      \r",
      "Calculating theoretical quantity / sample CI for test 2699/3017... (N=62, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2700/3017... (N=568, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 2701/3017... (N=514, M=313)      \r",
      "Calculating theoretical quantity / sample CI for test 2702/3017... (N=263, M=165)      \r",
      "Calculating theoretical quantity / sample CI for test 2703/3017... (N=94, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2704/3017... (N=2764, M=1513)      \r",
      "Calculating theoretical quantity / sample CI for test 2705/3017... (N=348, M=274)      \r",
      "Calculating theoretical quantity / sample CI for test 2706/3017... (N=210, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2707/3017... (N=116, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2708/3017... (N=66, M=33)      \r",
      "Calculating theoretical quantity / sample CI for test 2709/3017... (N=1310, M=717)      \r",
      "Calculating theoretical quantity / sample CI for test 2710/3017... (N=425, M=181)      \r",
      "Calculating theoretical quantity / sample CI for test 2711/3017... (N=28, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2712/3017... (N=52, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2713/3017... (N=2626, M=1260)      \r",
      "Calculating theoretical quantity / sample CI for test 2714/3017... (N=1023, M=306)      \r",
      "Calculating theoretical quantity / sample CI for test 2715/3017... (N=189, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2716/3017... (N=2019, M=1224)      \r",
      "Calculating theoretical quantity / sample CI for test 2717/3017... (N=39, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2718/3017... (N=67, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 2719/3017... (N=1436, M=422)      \r",
      "Calculating theoretical quantity / sample CI for test 2720/3017... (N=36, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2721/3017... (N=272, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 2722/3017... (N=246, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 2723/3017... (N=55, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2724/3017... (N=1846, M=74)      \r",
      "Calculating theoretical quantity / sample CI for test 2725/3017... (N=2964, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 2726/3017... (N=80, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 2727/3017... (N=762, M=243)      \r",
      "Calculating theoretical quantity / sample CI for test 2728/3017... (N=736, M=255)      \r",
      "Calculating theoretical quantity / sample CI for test 2729/3017... (N=49, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2730/3017... (N=29, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2731/3017... (N=1142, M=778)      \r",
      "Calculating theoretical quantity / sample CI for test 2732/3017... (N=1902, M=1255)      \r",
      "Calculating theoretical quantity / sample CI for test 2733/3017... (N=1616, M=350)      \r",
      "Calculating theoretical quantity / sample CI for test 2734/3017... (N=305, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2735/3017... (N=741, M=282)      \r",
      "Calculating theoretical quantity / sample CI for test 2736/3017... (N=82, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2737/3017... (N=164, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2738/3017... (N=372, M=177)      \r",
      "Calculating theoretical quantity / sample CI for test 2739/3017... (N=48, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2740/3017... (N=53, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2741/3017... (N=72, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2742/3017... (N=784, M=536)      \r",
      "Calculating theoretical quantity / sample CI for test 2743/3017... (N=197, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2744/3017... (N=343, M=131)      \r",
      "Calculating theoretical quantity / sample CI for test 2745/3017... (N=83, M=62)      \r",
      "Calculating theoretical quantity / sample CI for test 2746/3017... (N=762, M=144)      \r",
      "Calculating theoretical quantity / sample CI for test 2747/3017... (N=2648, M=1039)      \r",
      "Calculating theoretical quantity / sample CI for test 2748/3017... (N=278, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 2749/3017... (N=985, M=357)      \r",
      "Calculating theoretical quantity / sample CI for test 2750/3017... (N=66, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2751/3017... (N=2394, M=167)      \r",
      "Calculating theoretical quantity / sample CI for test 2752/3017... (N=90, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2753/3017... (N=3081, M=263)      \r",
      "Calculating theoretical quantity / sample CI for test 2754/3017... (N=94, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 2755/3017... (N=68, M=29)      \r",
      "Calculating theoretical quantity / sample CI for test 2756/3017... (N=845, M=320)      \r",
      "Calculating theoretical quantity / sample CI for test 2757/3017... (N=212, M=78)      \r",
      "Calculating theoretical quantity / sample CI for test 2758/3017... (N=668, M=462)      \r",
      "Calculating theoretical quantity / sample CI for test 2759/3017... (N=1649, M=194)      \r",
      "Calculating theoretical quantity / sample CI for test 2760/3017... (N=158, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 2761/3017... (N=698, M=453)      \r",
      "Calculating theoretical quantity / sample CI for test 2762/3017... (N=1767, M=614)      \r",
      "Calculating theoretical quantity / sample CI for test 2763/3017... (N=544, M=150)      \r",
      "Calculating theoretical quantity / sample CI for test 2764/3017... (N=767, M=426)      \r",
      "Calculating theoretical quantity / sample CI for test 2765/3017... (N=485, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 2766/3017... (N=254, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 2767/3017... (N=159, M=89)      \r",
      "Calculating theoretical quantity / sample CI for test 2768/3017... (N=65, M=48)      \r",
      "Calculating theoretical quantity / sample CI for test 2769/3017... (N=31, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2770/3017... (N=33, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2771/3017... (N=132, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2772/3017... (N=381, M=70)      \r",
      "Calculating theoretical quantity / sample CI for test 2773/3017... (N=453, M=327)      \r",
      "Calculating theoretical quantity / sample CI for test 2774/3017... (N=557, M=427)      \r",
      "Calculating theoretical quantity / sample CI for test 2775/3017... (N=47, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2776/3017... (N=830, M=180)      \r",
      "Calculating theoretical quantity / sample CI for test 2777/3017... (N=1383, M=36)      \r",
      "Calculating theoretical quantity / sample CI for test 2778/3017... (N=2365, M=592)      \r",
      "Calculating theoretical quantity / sample CI for test 2779/3017... (N=551, M=434)      \r",
      "Calculating theoretical quantity / sample CI for test 2780/3017... (N=90, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 2781/3017... (N=2318, M=643)      \r",
      "Calculating theoretical quantity / sample CI for test 2782/3017... (N=121, M=73)      \r",
      "Calculating theoretical quantity / sample CI for test 2783/3017... (N=1701, M=803)      \r",
      "Calculating theoretical quantity / sample CI for test 2784/3017... (N=908, M=246)      \r",
      "Calculating theoretical quantity / sample CI for test 2785/3017... (N=1125, M=752)      \r",
      "Calculating theoretical quantity / sample CI for test 2786/3017... (N=42, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2787/3017... (N=58, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2788/3017... (N=338, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 2789/3017... (N=203, M=65)      \r",
      "Calculating theoretical quantity / sample CI for test 2790/3017... (N=1217, M=299)      \r",
      "Calculating theoretical quantity / sample CI for test 2791/3017... (N=2782, M=609)      \r",
      "Calculating theoretical quantity / sample CI for test 2792/3017... (N=193, M=149)      \r",
      "Calculating theoretical quantity / sample CI for test 2793/3017... (N=560, M=411)      \r",
      "Calculating theoretical quantity / sample CI for test 2794/3017... (N=513, M=164)      \r",
      "Calculating theoretical quantity / sample CI for test 2795/3017... (N=128, M=32)      \r",
      "Calculating theoretical quantity / sample CI for test 2796/3017... (N=1288, M=205)      \r",
      "Calculating theoretical quantity / sample CI for test 2797/3017... (N=1230, M=574)      \r",
      "Calculating theoretical quantity / sample CI for test 2798/3017... (N=1551, M=729)      \r",
      "Calculating theoretical quantity / sample CI for test 2799/3017... (N=343, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2800/3017... (N=970, M=611)      \r",
      "Calculating theoretical quantity / sample CI for test 2801/3017... (N=80, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 2802/3017... (N=240, M=174)      \r",
      "Calculating theoretical quantity / sample CI for test 2803/3017... (N=1045, M=311)      \r",
      "Calculating theoretical quantity / sample CI for test 2804/3017... (N=334, M=213)      \r",
      "Calculating theoretical quantity / sample CI for test 2805/3017... (N=1257, M=291)      \r",
      "Calculating theoretical quantity / sample CI for test 2806/3017... (N=61, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2807/3017... (N=495, M=226)      \r",
      "Calculating theoretical quantity / sample CI for test 2808/3017... (N=55, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2809/3017... (N=77, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2810/3017... (N=62, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2811/3017... (N=568, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 2812/3017... (N=2194, M=422)      \r",
      "Calculating theoretical quantity / sample CI for test 2813/3017... (N=413, M=58)      \r",
      "Calculating theoretical quantity / sample CI for test 2814/3017... (N=2091, M=1631)      \r",
      "Calculating theoretical quantity / sample CI for test 2815/3017... (N=255, M=158)      \r",
      "Calculating theoretical quantity / sample CI for test 2816/3017... (N=317, M=106)      \r",
      "Calculating theoretical quantity / sample CI for test 2817/3017... (N=203, M=61)      \r",
      "Calculating theoretical quantity / sample CI for test 2818/3017... (N=1277, M=315)      \r",
      "Calculating theoretical quantity / sample CI for test 2819/3017... (N=956, M=367)      \r",
      "Calculating theoretical quantity / sample CI for test 2820/3017... (N=655, M=428)      \r",
      "Calculating theoretical quantity / sample CI for test 2821/3017... (N=1764, M=912)      \r",
      "Calculating theoretical quantity / sample CI for test 2822/3017... (N=72, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 2823/3017... (N=749, M=75)      \r",
      "Calculating theoretical quantity / sample CI for test 2824/3017... (N=534, M=335)      \r",
      "Calculating theoretical quantity / sample CI for test 2825/3017... (N=2551, M=125)      \r",
      "Calculating theoretical quantity / sample CI for test 2826/3017... (N=161, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2827/3017... (N=1037, M=800)      \r",
      "Calculating theoretical quantity / sample CI for test 2828/3017... (N=176, M=94)      \r",
      "Calculating theoretical quantity / sample CI for test 2829/3017... (N=584, M=182)      \r",
      "Calculating theoretical quantity / sample CI for test 2830/3017... (N=1053, M=388)      \r",
      "Calculating theoretical quantity / sample CI for test 2831/3017... (N=2814, M=1068)      \r",
      "Calculating theoretical quantity / sample CI for test 2832/3017... (N=71, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 2833/3017... (N=320, M=212)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 2834/3017... (N=157, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2835/3017... (N=1471, M=363)      \r",
      "Calculating theoretical quantity / sample CI for test 2836/3017... (N=37, M=24)      \r",
      "Calculating theoretical quantity / sample CI for test 2837/3017... (N=577, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2838/3017... (N=1659, M=803)      \r",
      "Calculating theoretical quantity / sample CI for test 2839/3017... (N=106, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 2840/3017... (N=3138, M=791)      \r",
      "Calculating theoretical quantity / sample CI for test 2841/3017... (N=2340, M=1749)      \r",
      "Calculating theoretical quantity / sample CI for test 2842/3017... (N=2934, M=1024)      \r",
      "Calculating theoretical quantity / sample CI for test 2843/3017... (N=205, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 2844/3017... (N=2094, M=677)      \r",
      "Calculating theoretical quantity / sample CI for test 2845/3017... (N=1913, M=600)      \r",
      "Calculating theoretical quantity / sample CI for test 2846/3017... (N=216, M=148)      \r",
      "Calculating theoretical quantity / sample CI for test 2847/3017... (N=644, M=510)      \r",
      "Calculating theoretical quantity / sample CI for test 2848/3017... (N=1064, M=849)      \r",
      "Calculating theoretical quantity / sample CI for test 2849/3017... (N=2866, M=976)      \r",
      "Calculating theoretical quantity / sample CI for test 2850/3017... (N=64, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2851/3017... (N=235, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2852/3017... (N=39, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2853/3017... (N=77, M=50)      \r",
      "Calculating theoretical quantity / sample CI for test 2854/3017... (N=28, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2855/3017... (N=70, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2856/3017... (N=280, M=137)      \r",
      "Calculating theoretical quantity / sample CI for test 2857/3017... (N=311, M=134)      \r",
      "Calculating theoretical quantity / sample CI for test 2858/3017... (N=3013, M=1064)      \r",
      "Calculating theoretical quantity / sample CI for test 2859/3017... (N=2266, M=591)      \r",
      "Calculating theoretical quantity / sample CI for test 2860/3017... (N=1901, M=757)      \r",
      "Calculating theoretical quantity / sample CI for test 2861/3017... (N=288, M=103)      \r",
      "Calculating theoretical quantity / sample CI for test 2862/3017... (N=2305, M=949)      \r",
      "Calculating theoretical quantity / sample CI for test 2863/3017... (N=98, M=76)      \r",
      "Calculating theoretical quantity / sample CI for test 2864/3017... (N=2834, M=438)      \r",
      "Calculating theoretical quantity / sample CI for test 2865/3017... (N=1452, M=379)      \r",
      "Calculating theoretical quantity / sample CI for test 2866/3017... (N=1673, M=473)      \r",
      "Calculating theoretical quantity / sample CI for test 2867/3017... (N=2948, M=1630)      \r",
      "Calculating theoretical quantity / sample CI for test 2868/3017... (N=1468, M=730)      \r",
      "Calculating theoretical quantity / sample CI for test 2869/3017... (N=346, M=67)      \r",
      "Calculating theoretical quantity / sample CI for test 2870/3017... (N=202, M=95)      \r",
      "Calculating theoretical quantity / sample CI for test 2871/3017... (N=260, M=111)      \r",
      "Calculating theoretical quantity / sample CI for test 2872/3017... (N=952, M=495)      \r",
      "Calculating theoretical quantity / sample CI for test 2873/3017... (N=314, M=232)      \r",
      "Calculating theoretical quantity / sample CI for test 2874/3017... (N=609, M=118)      \r",
      "Calculating theoretical quantity / sample CI for test 2875/3017... (N=349, M=135)      \r",
      "Calculating theoretical quantity / sample CI for test 2876/3017... (N=141, M=80)      \r",
      "Calculating theoretical quantity / sample CI for test 2877/3017... (N=2111, M=390)      \r",
      "Calculating theoretical quantity / sample CI for test 2878/3017... (N=1366, M=60)      \r",
      "Calculating theoretical quantity / sample CI for test 2879/3017... (N=623, M=375)      \r",
      "Calculating theoretical quantity / sample CI for test 2880/3017... (N=1941, M=365)      \r",
      "Calculating theoretical quantity / sample CI for test 2881/3017... (N=973, M=751)      \r",
      "Calculating theoretical quantity / sample CI for test 2882/3017... (N=2864, M=1026)      \r",
      "Calculating theoretical quantity / sample CI for test 2883/3017... (N=439, M=136)      \r",
      "Calculating theoretical quantity / sample CI for test 2884/3017... (N=833, M=120)      \r",
      "Calculating theoretical quantity / sample CI for test 2885/3017... (N=450, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 2886/3017... (N=78, M=45)      \r",
      "Calculating theoretical quantity / sample CI for test 2887/3017... (N=941, M=512)      \r",
      "Calculating theoretical quantity / sample CI for test 2888/3017... (N=109, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2889/3017... (N=1650, M=323)      \r",
      "Calculating theoretical quantity / sample CI for test 2890/3017... (N=1371, M=638)      \r",
      "Calculating theoretical quantity / sample CI for test 2891/3017... (N=1089, M=423)      \r",
      "Calculating theoretical quantity / sample CI for test 2892/3017... (N=42, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2893/3017... (N=2322, M=506)      \r",
      "Calculating theoretical quantity / sample CI for test 2894/3017... (N=147, M=105)      \r",
      "Calculating theoretical quantity / sample CI for test 2895/3017... (N=2564, M=329)      \r",
      "Calculating theoretical quantity / sample CI for test 2896/3017... (N=622, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 2897/3017... (N=372, M=140)      \r",
      "Calculating theoretical quantity / sample CI for test 2898/3017... (N=2094, M=1301)      \r",
      "Calculating theoretical quantity / sample CI for test 2899/3017... (N=797, M=290)      \r",
      "Calculating theoretical quantity / sample CI for test 2900/3017... (N=291, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 2901/3017... (N=109, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2902/3017... (N=89, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2903/3017... (N=485, M=383)      \r",
      "Calculating theoretical quantity / sample CI for test 2904/3017... (N=2518, M=1011)      \r",
      "Calculating theoretical quantity / sample CI for test 2905/3017... (N=778, M=597)      \r",
      "Calculating theoretical quantity / sample CI for test 2906/3017... (N=107, M=47)      \r",
      "Calculating theoretical quantity / sample CI for test 2907/3017... (N=94, M=59)      \r",
      "Calculating theoretical quantity / sample CI for test 2908/3017... (N=3119, M=2213)      \r",
      "Calculating theoretical quantity / sample CI for test 2909/3017... (N=264, M=127)      \r",
      "Calculating theoretical quantity / sample CI for test 2910/3017... (N=1905, M=972)      \r",
      "Calculating theoretical quantity / sample CI for test 2911/3017... (N=386, M=199)      \r",
      "Calculating theoretical quantity / sample CI for test 2912/3017... (N=279, M=139)      \r",
      "Calculating theoretical quantity / sample CI for test 2913/3017... (N=58, M=28)      \r",
      "Calculating theoretical quantity / sample CI for test 2914/3017... (N=2255, M=847)      \r",
      "Calculating theoretical quantity / sample CI for test 2915/3017... (N=173, M=72)      \r",
      "Calculating theoretical quantity / sample CI for test 2916/3017... (N=670, M=108)      \r",
      "Calculating theoretical quantity / sample CI for test 2917/3017... (N=220, M=171)      \r",
      "Calculating theoretical quantity / sample CI for test 2918/3017... (N=1094, M=310)      \r",
      "Calculating theoretical quantity / sample CI for test 2919/3017... (N=2533, M=1595)      \r",
      "Calculating theoretical quantity / sample CI for test 2920/3017... (N=1985, M=1501)      \r",
      "Calculating theoretical quantity / sample CI for test 2921/3017... (N=160, M=126)      \r",
      "Calculating theoretical quantity / sample CI for test 2922/3017... (N=61, M=40)      \r",
      "Calculating theoretical quantity / sample CI for test 2923/3017... (N=801, M=596)      \r",
      "Calculating theoretical quantity / sample CI for test 2924/3017... (N=533, M=284)      \r",
      "Calculating theoretical quantity / sample CI for test 2925/3017... (N=562, M=149)      \r",
      "Calculating theoretical quantity / sample CI for test 2926/3017... (N=58, M=37)      \r",
      "Calculating theoretical quantity / sample CI for test 2927/3017... (N=110, M=84)      \r",
      "Calculating theoretical quantity / sample CI for test 2928/3017... (N=2058, M=575)      \r",
      "Calculating theoretical quantity / sample CI for test 2929/3017... (N=156, M=107)      \r",
      "Calculating theoretical quantity / sample CI for test 2930/3017... (N=78, M=54)      \r",
      "Calculating theoretical quantity / sample CI for test 2931/3017... (N=295, M=64)      \r",
      "Calculating theoretical quantity / sample CI for test 2932/3017... (N=1040, M=807)      \r",
      "Calculating theoretical quantity / sample CI for test 2933/3017... (N=640, M=442)      \r",
      "Calculating theoretical quantity / sample CI for test 2934/3017... (N=1680, M=208)      \r",
      "Calculating theoretical quantity / sample CI for test 2935/3017... (N=378, M=31)      \r",
      "Calculating theoretical quantity / sample CI for test 2936/3017... (N=49, M=27)      \r",
      "Calculating theoretical quantity / sample CI for test 2937/3017... (N=2526, M=1530)      \r",
      "Calculating theoretical quantity / sample CI for test 2938/3017... (N=290, M=223)      \r",
      "Calculating theoretical quantity / sample CI for test 2939/3017... (N=2975, M=1909)      \r",
      "Calculating theoretical quantity / sample CI for test 2940/3017... (N=494, M=384)      \r",
      "Calculating theoretical quantity / sample CI for test 2941/3017... (N=2324, M=236)      \r",
      "Calculating theoretical quantity / sample CI for test 2942/3017... (N=170, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 2943/3017... (N=294, M=213)      \r",
      "Calculating theoretical quantity / sample CI for test 2944/3017... (N=54, M=38)      \r",
      "Calculating theoretical quantity / sample CI for test 2945/3017... (N=808, M=55)      \r",
      "Calculating theoretical quantity / sample CI for test 2946/3017... (N=604, M=380)      \r",
      "Calculating theoretical quantity / sample CI for test 2947/3017... (N=38, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2948/3017... (N=135, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 2949/3017... (N=54, M=25)      \r",
      "Calculating theoretical quantity / sample CI for test 2950/3017... (N=221, M=35)      \r",
      "Calculating theoretical quantity / sample CI for test 2951/3017... (N=1339, M=655)      \r",
      "Calculating theoretical quantity / sample CI for test 2952/3017... (N=469, M=175)      \r",
      "Calculating theoretical quantity / sample CI for test 2953/3017... (N=2156, M=184)      \r",
      "Calculating theoretical quantity / sample CI for test 2954/3017... (N=610, M=157)      \r",
      "Calculating theoretical quantity / sample CI for test 2955/3017... (N=482, M=380)      \r",
      "Calculating theoretical quantity / sample CI for test 2956/3017... (N=1028, M=159)      \r",
      "Calculating theoretical quantity / sample CI for test 2957/3017... (N=1884, M=1198)      \r",
      "Calculating theoretical quantity / sample CI for test 2958/3017... (N=1060, M=383)      \r",
      "Calculating theoretical quantity / sample CI for test 2959/3017... (N=103, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2960/3017... (N=82, M=56)      \r",
      "Calculating theoretical quantity / sample CI for test 2961/3017... (N=1660, M=1139)      \r",
      "Calculating theoretical quantity / sample CI for test 2962/3017... (N=97, M=63)      \r",
      "Calculating theoretical quantity / sample CI for test 2963/3017... (N=786, M=110)      \r",
      "Calculating theoretical quantity / sample CI for test 2964/3017... (N=78, M=23)      \r",
      "Calculating theoretical quantity / sample CI for test 2965/3017... (N=115, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 2966/3017... (N=402, M=261)      \r",
      "Calculating theoretical quantity / sample CI for test 2967/3017... (N=881, M=87)      \r",
      "Calculating theoretical quantity / sample CI for test 2968/3017... (N=2222, M=273)      \r",
      "Calculating theoretical quantity / sample CI for test 2969/3017... (N=56, M=30)      \r",
      "Calculating theoretical quantity / sample CI for test 2970/3017... (N=1689, M=457)      \r",
      "Calculating theoretical quantity / sample CI for test 2971/3017... (N=301, M=155)      \r",
      "Calculating theoretical quantity / sample CI for test 2972/3017... (N=248, M=124)      \r",
      "Calculating theoretical quantity / sample CI for test 2973/3017... (N=31, M=22)      \r",
      "Calculating theoretical quantity / sample CI for test 2974/3017... (N=471, M=178)      \r",
      "Calculating theoretical quantity / sample CI for test 2975/3017... (N=104, M=51)      \r",
      "Calculating theoretical quantity / sample CI for test 2976/3017... (N=514, M=303)      \r",
      "Calculating theoretical quantity / sample CI for test 2977/3017... (N=48, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 2978/3017... (N=217, M=79)      \r",
      "Calculating theoretical quantity / sample CI for test 2979/3017... (N=437, M=149)      \r",
      "Calculating theoretical quantity / sample CI for test 2980/3017... (N=1195, M=153)      \r",
      "Calculating theoretical quantity / sample CI for test 2981/3017... (N=510, M=290)      \r",
      "Calculating theoretical quantity / sample CI for test 2982/3017... (N=457, M=160)      \r",
      "Calculating theoretical quantity / sample CI for test 2983/3017... (N=823, M=561)      \r",
      "Calculating theoretical quantity / sample CI for test 2984/3017... (N=382, M=39)      \r",
      "Calculating theoretical quantity / sample CI for test 2985/3017... (N=151, M=68)      \r",
      "Calculating theoretical quantity / sample CI for test 2986/3017... (N=300, M=203)      \r",
      "Calculating theoretical quantity / sample CI for test 2987/3017... (N=178, M=123)      \r",
      "Calculating theoretical quantity / sample CI for test 2988/3017... (N=1618, M=664)      \r",
      "Calculating theoretical quantity / sample CI for test 2989/3017... (N=164, M=49)      \r",
      "Calculating theoretical quantity / sample CI for test 2990/3017... (N=196, M=156)      \r",
      "Calculating theoretical quantity / sample CI for test 2991/3017... (N=111, M=34)      \r",
      "Calculating theoretical quantity / sample CI for test 2992/3017... (N=111, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 2993/3017... (N=182, M=141)      \r",
      "Calculating theoretical quantity / sample CI for test 2994/3017... (N=3073, M=508)      \r",
      "Calculating theoretical quantity / sample CI for test 2995/3017... (N=2723, M=1680)      \r",
      "Calculating theoretical quantity / sample CI for test 2996/3017... (N=1073, M=836)      \r",
      "Calculating theoretical quantity / sample CI for test 2997/3017... (N=1109, M=177)      \r",
      "Calculating theoretical quantity / sample CI for test 2998/3017... (N=682, M=323)      \r",
      "Calculating theoretical quantity / sample CI for test 2999/3017... (N=735, M=71)      \r",
      "Calculating theoretical quantity / sample CI for test 3000/3017... (N=734, M=112)      \r",
      "Calculating theoretical quantity / sample CI for test 3001/3017... (N=2631, M=1304)      \r",
      "Calculating theoretical quantity / sample CI for test 3002/3017... (N=1384, M=382)      \r",
      "Calculating theoretical quantity / sample CI for test 3003/3017... (N=765, M=284)      \r",
      "Calculating theoretical quantity / sample CI for test 3004/3017... (N=52, M=21)      \r",
      "Calculating theoretical quantity / sample CI for test 3005/3017... (N=463, M=358)      \r",
      "Calculating theoretical quantity / sample CI for test 3006/3017... (N=385, M=236)      \r",
      "Calculating theoretical quantity / sample CI for test 3007/3017... (N=171, M=99)      \r",
      "Calculating theoretical quantity / sample CI for test 3008/3017... (N=67, M=26)      \r",
      "Calculating theoretical quantity / sample CI for test 3009/3017... (N=1719, M=418)      \r",
      "Calculating theoretical quantity / sample CI for test 3010/3017... (N=92, M=53)      \r",
      "Calculating theoretical quantity / sample CI for test 3011/3017... (N=236, M=128)      \r",
      "Calculating theoretical quantity / sample CI for test 3012/3017... (N=639, M=320)      \r",
      "Calculating theoretical quantity / sample CI for test 3013/3017... (N=91, M=46)      \r",
      "Calculating theoretical quantity / sample CI for test 3014/3017... (N=798, M=315)      \r",
      "Calculating theoretical quantity / sample CI for test 3015/3017... (N=553, M=414)      \r",
      "Calculating theoretical quantity / sample CI for test 3016/3017... (N=98, M=48)      \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating theoretical quantity / sample CI for test 3017/3017... (N=615, M=132)      \r",
      "Var(V): 2733/3017 (90.59%) of the tests have the theoretical quantity within the CI.\n"
     ]
    }
   ],
   "source": [
    "print_test_collection_result([test for test in var_V_tests if test.M > 20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 216x169.2 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_collection = var_V_tests\n",
    "N_BINS=50\n",
    "\n",
    "theoretical_quantity_percentiles = [\n",
    "    test.theoretical_quantity_sample_percentile()\n",
    "    for test in test_collection]\n",
    "\n",
    "plt.figure(figsize=(3, 2.35))\n",
    "\n",
    "plt.hist(theoretical_quantity_percentiles, \n",
    "         bins=range(0, 100 + int(100 / N_BINS), int(100 / N_BINS)),\n",
    "         alpha=0.9)\n",
    "plt.axhline(len(test_collection) / N_BINS, c='black')\n",
    "plt.xlim(0, 100)\n",
    "plt.show()\n",
    "# plt.savefig(\"./output/fig/E_D_validation.pdf\",\n",
    "#             transparent=True, bbox_inches='tight')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15 4     \t 39.39 28.66 \t 6.664 [6.8366 7.2214] \t [0.975 0.923]\n",
      "10 1     \t 42.527 20.915 \t 21.355 [22.9739 24.3396] \t [0.93  0.877]\n",
      "16 4     \t 47.453 8.415 \t 6.135 [6.5421 6.9211] \t [0.938 0.886]\n",
      "29 16     \t 37.816 59.536 \t 2.06 [2.0787 2.1984] \t [0.991 0.937]\n",
      "11 6     \t 69.106 33.347 \t 8.484 [8.9008 9.4109] \t [0.953 0.901]\n",
      "185 125     \t 13.433 87.421 \t 0.104 [0.1048 0.1105] \t [0.995 0.944]\n",
      "23 16     \t 46.124 17.363 \t 2.35 [2.3508 2.4805] \t [1.    0.947]\n",
      "10 4     \t 59.377 29.831 \t 10.017 [10.679  11.2825] \t [0.938 0.888]\n",
      "41 6     \t 16.849 0.958 \t 1.147 [1.2196 1.289 ] \t [0.94  0.889]\n",
      "12 5     \t 22.106 1.01 \t 2.457 [2.6916 2.8391] \t [0.913 0.865]\n",
      "18 4     \t 50.619 44.491 \t 8.709 [8.923 9.449] \t [0.976 0.922]\n",
      "181 83     \t 26.342 1.54 \t 0.211 [0.2145 0.2266] \t [0.986 0.933]\n",
      "11 1     \t 39.814 53.781 \t 27.112 [28.2007 29.7528] \t [0.961 0.911]\n",
      "52 27     \t 52.788 12.348 \t 1.427 [1.4411 1.5257] \t [0.991 0.936]\n",
      "11 6     \t 98.252 8.926 \t 10.513 [11.5388 12.1739] \t [0.911 0.864]\n",
      "14 2     \t 8.835 0.402 \t 1.561 [1.8168 1.9186] \t [0.859 0.814]\n",
      "15 10     \t 88.47 24.169 \t 6.786 [7.1988 7.6029] \t [0.943 0.893]\n",
      "81 10     \t 3.74 11.071 \t 0.314 [0.3169 0.3343] \t [0.992 0.94 ]\n",
      "17 10     \t 8.667 3.352 \t 0.657 [0.6741 0.7125] \t [0.975 0.922]\n",
      "12 1     \t 71.163 55.442 \t 40.905 [43.5455 46.1884] \t [0.939 0.886]\n",
      "470 16     \t 56.881 1.743 \t 1.004 [1.0135 1.0687] \t [0.991 0.94 ]\n",
      "163 20     \t 81.181 0.166 \t 1.546 [1.5555 1.6427] \t [0.994 0.941]\n",
      "16 10     \t 32.152 46.512 \t 2.799 [2.8248 2.9883] \t [0.991 0.937]\n",
      "26 14     \t 74.187 35.422 \t 4.066 [4.1251 4.3603] \t [0.986 0.932]\n",
      "22 16     \t 12.43 4.676 \t 0.642 [0.6512 0.6866] \t [0.987 0.936]\n",
      "30 10     \t 21.133 0.267 \t 1.122 [1.2017 1.2689] \t [0.934 0.884]\n",
      "32 6     \t 91.74 56.431 \t 9.682 [ 9.9865 10.5391] \t [0.97  0.919]\n",
      "19 5     \t 48.541 32.625 \t 6.522 [6.7095 7.087 ] \t [0.972 0.92 ]\n",
      "53 26     \t 48.05 40.749 \t 1.497 [1.5089 1.5911] \t [0.992 0.941]\n",
      "22 3     \t 84.467 37.193 \t 15.232 [15.9982 16.9001] \t [0.952 0.901]\n",
      "137 24     \t 57.071 2.176 \t 1.074 [1.0959 1.1581] \t [0.98  0.927]\n",
      "13 7     \t 71.825 0.588 \t 6.368 [6.8535 7.248 ] \t [0.929 0.879]\n",
      "16 5     \t 24.45 0.442 \t 2.395 [2.5993 2.7535] \t [0.921 0.87 ]\n",
      "39 27     \t 19.411 17.513 \t 0.63 [0.6305 0.6668] \t [0.999 0.945]\n",
      "13 5     \t 44.727 55.167 \t 7.02 [7.2043 7.6138] \t [0.974 0.922]\n",
      "27 6     \t 12.698 10.012 \t 1.445 [1.4467 1.5336] \t [0.999 0.942]\n",
      "10 3     \t 29.11 2.281 \t 4.681 [5.2804 5.576 ] \t [0.886 0.839]\n",
      "371 4     \t 86.384 1.607 \t 4.171 [4.5626 4.8223] \t [0.914 0.865]\n",
      "10 1     \t 95.179 69.554 \t 54.336 [56.7397 59.9226] \t [0.958 0.907]\n",
      "60 4     \t 51.41 37.875 \t 7.535 [7.6701 8.0874] \t [0.982 0.932]\n",
      "33 17     \t 9.149 3.619 \t 0.404 [0.4119 0.434 ] \t [0.98 0.93]\n",
      "16 3     \t 37.254 91.751 \t 10.181 [10.1939 10.7777] \t [0.999 0.945]\n",
      "38 22     \t 62.209 78.117 \t 2.446 [2.4516 2.5905] \t [0.998 0.944]\n",
      "32 7     \t 19.0 5.988 \t 1.551 [1.5811 1.6725] \t [0.981 0.927]\n",
      "52 26     \t 67.462 5.491 \t 1.766 [1.7979 1.9039] \t [0.982 0.928]\n",
      "13 5     \t 10.805 6.338 \t 1.506 [1.5842 1.6729] \t [0.951 0.9  ]\n",
      "22 4     \t 98.787 3.593 \t 10.078 [11.1573 11.8205] \t [0.903 0.853]\n",
      "42 2     \t 96.993 9.173 \t 14.498 [16.5086 17.485 ] \t [0.878 0.829]\n",
      "12 5     \t 82.368 0.165 \t 8.835 [ 9.793  10.3341] \t [0.902 0.855]\n",
      "152 14     \t 86.316 1.912 \t 2.194 [2.2514 2.3882] \t [0.974 0.919]\n",
      "1991 1241     \t 2.066 97.35 \t 0.002 [0.0017 0.0018] \t [0.99  0.938]\n",
      "277 17     \t 51.192 65.169 \t 2.091 [2.1028 2.2239] \t [0.995 0.94 ]\n",
      "53 1     \t 98.692 48.8 \t 43.264 [45.5054 48.2789] \t [0.951 0.896]\n",
      "161 19     \t 78.108 0.423 \t 1.552 [1.5794 1.6698] \t [0.982 0.929]\n",
      "14 5     \t 5.627 5.275 \t 0.838 [0.8608 0.9094] \t [0.973 0.921]\n",
      "42 23     \t 60.746 27.629 \t 2.059 [2.0838 2.2026] \t [0.988 0.935]\n",
      "17 10     \t 68.261 18.53 \t 5.027 [5.2996 5.6032] \t [0.949 0.897]\n",
      "32 20     \t 50.322 46.168 \t 2.146 [2.157  2.2818] \t [0.995 0.94 ]\n",
      "20 10     \t 29.164 1.867 \t 1.874 [1.9875 2.1   ] \t [0.943 0.892]\n",
      "466 112     \t 5.76 65.345 \t 0.049 [0.0496 0.0523] \t [0.995 0.943]\n",
      "105 15     \t 1.071 0.183 \t 0.035 [0.0351 0.0371] \t [0.982 0.93 ]\n",
      "16 1     \t 99.604 17.603 \t 33.885 [38.8745 41.3575] \t [0.872 0.819]\n",
      "40 30     \t 88.745 0.745 \t 2.373 [2.4259 2.5633] \t [0.978 0.926]\n",
      "13 2     \t 27.413 15.853 \t 7.903 [8.2139 8.6869] \t [0.962 0.91 ]\n",
      "33 6     \t 16.124 1.231 \t 1.197 [1.2509 1.3213] \t [0.957 0.906]\n",
      "157 104     \t 0.181 16.276 \t 0.002 [0.0017 0.0018] \t [0.994 0.939]\n",
      "10 3     \t 22.931 18.042 \t 5.256 [5.4986 5.8023] \t [0.956 0.906]\n",
      "11 4     \t 12.73 33.524 \t 2.739 [2.7429 2.8966] \t [0.999 0.946]\n",
      "10 7     \t 34.23 21.956 \t 3.97 [4.1126 4.3457] \t [0.965 0.913]\n",
      "11 4     \t 45.106 6.8 \t 6.316 [7.0339 7.4375] \t [0.898 0.849]\n",
      "10 4     \t 25.8 71.027 \t 5.61 [5.6379 5.9524] \t [0.995 0.943]\n",
      "43 5     \t 38.927 47.351 \t 5.473 [5.5538 5.878 ] \t [0.985 0.931]\n",
      "25 12     \t 39.147 27.116 \t 2.525 [2.5857 2.7314] \t [0.977 0.924]\n",
      "15 5     \t 57.966 12.911 \t 6.778 [7.3205 7.7264] \t [0.926 0.877]\n",
      "30 9     \t 95.993 24.657 \t 6.425 [6.7042 7.0777] \t [0.958 0.908]\n",
      "12 6     \t 96.105 1.706 \t 9.538 [10.4189 10.9969] \t [0.915 0.867]\n",
      "14 1     \t 33.156 5.004 \t 11.048 [12.7324 13.4972] \t [0.868 0.819]\n",
      "95 69     \t 50.485 0.829 \t 0.592 [0.5927 0.6249] \t [0.999 0.947]\n",
      "17 3     \t 20.728 81.408 \t 6.024 [6.0544 6.3969] \t [0.995 0.942]\n",
      "41 9     \t 62.385 12.139 \t 3.713 [3.7133 3.9175] \t [1.    0.948]\n",
      "10 5     \t 9.884 2.536 \t 1.308 [1.3922 1.4758] \t [0.939 0.886]\n",
      "72 17     \t 79.101 5.922 \t 2.376 [2.3939 2.5294] \t [0.992 0.939]\n",
      "11 1     \t 69.3 21.246 \t 29.52 [33.0228 34.9178] \t [0.894 0.845]\n",
      "67 14     \t 23.123 4.288 \t 0.884 [0.8957 0.9465] \t [0.987 0.934]\n",
      "15 2     \t 62.321 6.815 \t 11.973 [13.6721 14.4611] \t [0.876 0.828]\n",
      "22 8     \t 29.868 0.846 \t 2.041 [2.1586 2.2823] \t [0.946 0.894]\n",
      "38 17     \t 74.937 15.439 \t 2.99 [3.028  3.2027] \t [0.987 0.934]\n",
      "10 1     \t 18.889 18.642 \t 11.828 [12.6513 13.3929] \t [0.935 0.883]\n",
      "14 8     \t 60.172 72.542 \t 6.302 [6.416  6.7794] \t [0.982 0.93 ]\n",
      "11 1     \t 29.829 71.823 \t 23.264 [23.2785 24.644 ] \t [0.999 0.944]\n",
      "63 3     \t 32.72 0.253 \t 2.755 [3.0004 3.1856] \t [0.918 0.865]\n",
      "10 4     \t 32.85 4.247 \t 4.66 [5.181  5.4627] \t [0.899 0.853]\n",
      "86 21     \t 18.324 2.179 \t 0.47 [0.4818 0.5101] \t [0.976 0.922]\n",
      "486 203     \t 46.104 42.8 \t 0.183 [0.1842 0.195 ] \t [0.993 0.938]\n",
      "3078 2267     \t 18.892 3.946 \t 0.007 [0.0072 0.0076] \t [0.994 0.942]\n",
      "12 4     \t 49.903 24.702 \t 8.123 [8.551  9.0492] \t [0.95  0.898]\n",
      "75 56     \t 9.754 7.903 \t 0.156 [0.1573 0.1662] \t [0.994 0.941]\n",
      "11 5     \t 10.708 37.576 \t 1.93 [1.9489 2.0613] \t [0.99  0.936]\n",
      "61 9     \t 90.333 31.007 \t 5.462 [5.5482 5.8763] \t [0.984 0.929]\n",
      "18 4     \t 42.614 8.045 \t 5.403 [5.8237 6.149 ] \t [0.928 0.879]\n",
      "19 11     \t 90.592 30.239 \t 6.171 [6.2369 6.5875] \t [0.989 0.937]\n",
      "885 105     \t 20.209 30.311 \t 0.145 [0.1453 0.1535] \t [1.    0.946]\n",
      "412 293     \t 25.947 9.385 \t 0.076 [0.0762 0.0804] \t [0.998 0.947]\n",
      "39 1     \t 25.945 5.748 \t 8.402 [9.2718 9.8125] \t [0.906 0.856]\n",
      "91 20     \t 26.392 0.281 \t 0.62 [0.6235 0.6592] \t [0.995 0.941]\n",
      "12 8     \t 67.044 94.149 \t 7.29 [7.5014 7.9235] \t [0.972 0.92 ]\n",
      "15 8     \t 42.682 94.952 \t 4.713 [4.7541 5.0209] \t [0.991 0.939]\n",
      "35 5     \t 59.314 11.365 \t 5.544 [5.7443 6.0656] \t [0.965 0.914]\n",
      "165 84     \t 65.741 1.126 \t 0.535 [0.5405 0.5714] \t [0.99  0.937]\n",
      "46 3     \t 30.569 0.108 \t 2.777 [3.1547 3.3329] \t [0.88  0.833]\n",
      "40 12     \t 51.605 3.219 \t 2.317 [2.4147 2.5515] \t [0.96  0.908]\n",
      "30 1     \t 80.083 10.417 \t 22.46 [26.2405 27.8072] \t [0.856 0.808]\n",
      "36 18     \t 38.89 15.283 \t 1.609 [1.6193 1.7139] \t [0.994 0.939]\n",
      "43 1     \t 14.856 7.789 \t 6.763 [7.0692 7.4616] \t [0.957 0.906]\n",
      "405 56     \t 54.271 2.699 \t 0.42 [0.4233 0.4467] \t [0.991 0.939]\n",
      "3010 365     \t 32.048 0.535 \t 0.035 [0.0356 0.0376] \t [0.993 0.941]\n",
      "32 4     \t 35.735 0.88 \t 3.192 [3.574  3.7778] \t [0.893 0.845]\n",
      "423 14     \t 5.521 0.72 \t 0.135 [0.1387 0.1466] \t [0.974 0.922]\n",
      "12 1     \t 58.489 12.845 \t 22.212 [25.0464 26.4584] \t [0.887 0.839]\n",
      "28 10     \t 6.319 71.822 \t 0.608 [0.6091 0.6432] \t [0.999 0.946]\n",
      "30 4     \t 95.121 5.336 \t 9.114 [ 9.7994 10.375 ] \t [0.93  0.878]\n",
      "18 1     \t 33.324 52.783 \t 23.213 [23.2216 24.5878] \t [1.    0.944]\n",
      "31 1     \t 77.24 87.645 \t 47.758 [48.1149 50.831 ] \t [0.993 0.94 ]\n",
      "591 240     \t 23.421 97.857 \t 0.09 [0.091  0.0962] \t [0.993 0.939]\n",
      "72 1     \t 75.846 74.884 \t 43.361 [44.3681 46.8568] \t [0.977 0.925]\n",
      "169 16     \t 28.518 9.238 \t 0.903 [0.9105 0.9625] \t [0.991 0.938]\n",
      "21 11     \t 1.225 1.023 \t 0.089 [0.0901 0.0952] \t [0.991 0.939]\n",
      "38 7     \t 56.25 18.145 \t 4.454 [4.6979 4.9768] \t [0.948 0.895]\n",
      "32 18     \t 13.298 0.602 \t 0.512 [0.5295 0.5601] \t [0.967 0.914]\n",
      "14 2     \t 25.526 2.801 \t 4.988 [5.7851 6.1166] \t [0.862 0.815]\n",
      "12 6     \t 82.505 45.531 \t 10.103 [10.7375 11.3597] \t [0.941 0.889]\n",
      "1174 65     \t 95.018 0.201 \t 0.452 [0.4575 0.4845] \t [0.987 0.932]\n",
      "11 2     \t 15.247 0.183 \t 2.727 [3.2319 3.4183] \t [0.844 0.798]\n",
      "38 5     \t 90.954 0.19 \t 6.492 [7.0477 7.4518] \t [0.921 0.871]\n",
      "244 17     \t 64.701 20.099 \t 1.823 [1.864 1.968] \t [0.978 0.926]\n",
      "148 11     \t 66.14 2.415 \t 2.046 [2.0736 2.1903] \t [0.987 0.934]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "29 13     \t 46.921 54.668 \t 2.948 [2.9868 3.1533] \t [0.987 0.935]\n",
      "56 24     \t 84.802 33.11 \t 2.542 [2.5599 2.7013] \t [0.993 0.941]\n",
      "22 13     \t 5.461 3.514 \t 0.338 [0.3394 0.3582] \t [0.997 0.945]\n",
      "12 4     \t 53.513 6.766 \t 7.183 [7.9159 8.3474] \t [0.907 0.86 ]\n",
      "34 6     \t 97.194 0.235 \t 6.489 [6.903  7.2965] \t [0.94  0.889]\n",
      "10 7     \t 1.508 4.605 \t 0.199 [0.2001 0.2118] \t [0.995 0.94 ]\n",
      "13 7     \t 10.342 14.39 \t 1.241 [1.2538 1.3243] \t [0.99  0.937]\n",
      "33 9     \t 74.325 25.146 \t 5.065 [5.095  5.3754] \t [0.994 0.942]\n",
      "20 12     \t 2.771 4.99 \t 0.205 [0.2067 0.2184] \t [0.99  0.937]\n",
      "24 15     \t 44.967 15.146 \t 2.337 [2.4006 2.5426] \t [0.974 0.919]\n",
      "22 5     \t 23.742 96.264 \t 4.211 [4.2186 4.4571] \t [0.998 0.945]\n",
      "130 88     \t 84.042 11.708 \t 0.771 [0.771  0.8138] \t [1.    0.947]\n",
      "12 1     \t 26.516 47.591 \t 19.339 [19.9779 21.1122] \t [0.968 0.916]\n",
      "20 12     \t 90.644 3.502 \t 5.235 [5.5056 5.8287] \t [0.951 0.898]\n",
      "10 1     \t 81.908 14.028 \t 29.97 [35.2729 37.3574] \t [0.85  0.802]\n",
      "19 7     \t 83.834 72.275 \t 8.954 [9.1543 9.6641] \t [0.978 0.926]\n",
      "11 1     \t 42.406 75.239 \t 30.942 [32.0072 33.9185] \t [0.967 0.912]\n",
      "173 115     \t 11.833 71.586 \t 0.1 [0.1001 0.1055] \t [0.995 0.944]\n",
      "28 15     \t 69.993 24.237 \t 3.479 [3.6204 3.8208] \t [0.961 0.911]\n",
      "11 8     \t 12.967 11.031 \t 1.371 [1.4388 1.5217] \t [0.953 0.901]\n",
      "205 27     \t 14.657 12.148 \t 0.362 [0.3675 0.3877] \t [0.986 0.935]\n",
      "60 28     \t 17.809 6.49 \t 0.467 [0.4723 0.4995] \t [0.988 0.934]\n",
      "30 21     \t 81.942 56.867 \t 3.35 [3.4305 3.6268] \t [0.976 0.924]\n",
      "20 15     \t 34.954 68.109 \t 2.149 [2.159  2.2842] \t [0.995 0.941]\n",
      "14 1     \t 63.479 69.649 \t 40.251 [41.3404 43.6347] \t [0.974 0.922]\n",
      "17 9     \t 98.316 26.14 \t 7.723 [8.017  8.4864] \t [0.963 0.91 ]\n",
      "1124 737     \t 1.198 18.6 \t 0.002 [0.0016 0.0017] \t [0.995 0.941]\n",
      "81 37     \t 5.895 30.743 \t 0.15 [0.1502 0.1585] \t [0.999 0.946]\n",
      "28 6     \t 65.391 36.139 \t 6.877 [6.9997 7.404 ] \t [0.983 0.929]\n",
      "26 14     \t 78.421 6.358 \t 3.82 [4.0285 4.263 ] \t [0.948 0.896]\n",
      "57 16     \t 41.536 4.343 \t 1.432 [1.4504 1.5353] \t [0.987 0.933]\n",
      "20 15     \t 40.066 58.973 \t 2.423 [2.4324 2.5701] \t [0.996 0.943]\n",
      "55 9     \t 77.929 29.539 \t 4.901 [4.9858 5.2631] \t [0.983 0.931]\n",
      "11 3     \t 53.826 4.673 \t 8.49 [9.4335 9.9901] \t [0.9  0.85]\n",
      "69 22     \t 41.715 16.307 \t 1.266 [1.2677 1.3403] \t [0.999 0.945]\n",
      "11 8     \t 51.98 5.009 \t 4.807 [5.3529 5.6564] \t [0.898 0.85 ]\n",
      "12 1     \t 57.021 24.287 \t 26.771 [29.2395 30.9354] \t [0.916 0.865]\n",
      "76 36     \t 10.416 0.399 \t 0.191 [0.1917 0.2026] \t [0.994 0.941]\n",
      "12 6     \t 35.016 27.027 \t 4.48 [4.5601 4.8201] \t [0.982 0.929]\n",
      "40 8     \t 14.748 0.531 \t 0.824 [0.8527 0.9014] \t [0.966 0.914]\n",
      "36 25     \t 93.149 32.227 \t 3.072 [3.1448 3.3213] \t [0.977 0.925]\n",
      "18 1     \t 20.921 4.083 \t 7.197 [8.017  8.5035] \t [0.898 0.846]\n",
      "27 18     \t 38.404 65.198 \t 1.925 [1.9348 2.0455] \t [0.995 0.941]\n",
      "17 8     \t 12.506 19.762 \t 1.316 [1.3425 1.4153] \t [0.98 0.93]\n",
      "12 3     \t 41.552 90.839 \t 11.307 [11.3791 12.061 ] \t [0.994 0.937]\n",
      "61 14     \t 75.767 0.092 \t 2.519 [2.5394 2.6847] \t [0.992 0.938]\n",
      "44 8     \t 72.249 28.583 \t 5.233 [5.2741 5.5749] \t [0.992 0.939]\n",
      "19 10     \t 7.753 64.427 \t 0.745 [0.7453 0.79  ] \t [0.999 0.943]\n",
      "15 2     \t 71.561 9.902 \t 14.311 [16.3289 17.2795] \t [0.876 0.828]\n",
      "16 1     \t 18.799 18.29 \t 11.401 [12.0504 12.7186] \t [0.946 0.896]\n",
      "47 1     \t 73.886 31.688 \t 30.746 [32.6306 34.4268] \t [0.942 0.893]\n",
      "14 5     \t 81.923 61.961 \t 11.767 [12.0132 12.6996] \t [0.979 0.927]\n",
      "49 12     \t 33.014 8.344 \t 1.592 [1.6402 1.7347] \t [0.971 0.918]\n",
      "16 3     \t 17.016 0.251 \t 2.186 [2.5201 2.6611] \t [0.867 0.821]\n",
      "20 9     \t 48.073 8.418 \t 3.467 [3.6395 3.845 ] \t [0.953 0.902]\n",
      "20 2     \t 11.194 23.398 \t 4.31 [4.3117 4.5651] \t [1.    0.944]\n",
      "20 14     \t 33.864 50.613 \t 2.167 [2.1723 2.2897] \t [0.998 0.947]\n",
      "175 134     \t 8.466 1.764 \t 0.055 [0.0548 0.0579] \t [0.998 0.944]\n",
      "12 2     \t 78.641 36.402 \t 21.59 [23.2422 24.5893] \t [0.929 0.878]\n",
      "45 2     \t 97.957 21.742 \t 18.043 [19.8078 20.9693] \t [0.911 0.86 ]\n",
      "16 5     \t 11.568 7.653 \t 1.59 [1.6614 1.7567] \t [0.957 0.905]\n",
      "38 28     \t 57.213 14.832 \t 1.704 [1.7146 1.8102] \t [0.994 0.941]\n",
      "62 5     \t 63.479 0.23 \t 3.903 [4.2298 4.4855] \t [0.923 0.87 ]\n",
      "18 4     \t 61.706 57.253 \t 10.738 [10.9526 11.5685] \t [0.98  0.928]\n",
      "65 10     \t 76.066 17.824 \t 3.884 [4.0114 4.2363] \t [0.968 0.917]\n",
      "10 1     \t 41.286 1.707 \t 11.84 [14.5664 15.4349] \t [0.813 0.767]\n",
      "24 1     \t 32.193 21.175 \t 16.636 [17.4601 18.4855] \t [0.953 0.9  ]\n",
      "25 18     \t 95.57 28.485 \t 4.344 [4.5951 4.8554] \t [0.945 0.895]\n",
      "40 1     \t 82.862 1.999 \t 15.94 [20.2708 21.5905] \t [0.786 0.738]\n",
      "137 10     \t 13.243 13.832 \t 0.879 [0.8899 0.9385] \t [0.988 0.937]\n",
      "13 8     \t 5.132 1.508 \t 0.475 [0.4929 0.5214] \t [0.963 0.91 ]\n",
      "2654 1583     \t 44.748 8.686 \t 0.022 [0.0222 0.0235] \t [0.996 0.943]\n",
      "109 7     \t 3.409 1.301 \t 0.238 [0.2434 0.2573] \t [0.978 0.925]\n",
      "108 27     \t 53.456 2.414 \t 1.018 [1.0199 1.0794] \t [0.998 0.943]\n",
      "13 7     \t 9.954 4.264 \t 1.041 [1.0524 1.1119] \t [0.989 0.936]\n",
      "11 5     \t 39.58 16.301 \t 5.413 [5.8855 6.2289] \t [0.92  0.869]\n",
      "34 11     \t 77.044 2.206 \t 3.752 [3.8748 4.0927] \t [0.968 0.917]\n",
      "30 22     \t 23.511 80.922 \t 1.016 [1.0186 1.0753] \t [0.997 0.945]\n",
      "177 14     \t 68.896 80.524 \t 3.392 [3.4333 3.6334] \t [0.988 0.934]\n",
      "12 1     \t 25.094 2.016 \t 7.523 [9.2541 9.81  ] \t [0.813 0.767]\n",
      "51 17     \t 2.96 20.373 \t 0.164 [0.1666 0.1761] \t [0.985 0.931]\n",
      "25 3     \t 90.789 14.539 \t 12.662 [13.6406 14.3983] \t [0.928 0.879]\n",
      "37 21     \t 75.315 81.449 \t 3.048 [3.0488 3.2162] \t [1.    0.948]\n",
      "29 3     \t 42.904 73.815 \t 10.676 [10.7326 11.334 ] \t [0.995 0.942]\n",
      "64 10     \t 23.784 2.936 \t 1.104 [1.1279 1.1911] \t [0.979 0.927]\n",
      "73 22     \t 26.548 28.007 \t 0.928 [0.9332 0.9869] \t [0.995 0.941]\n",
      "73 3     \t 93.886 4.97 \t 8.618 [9.2743 9.8254] \t [0.929 0.877]\n",
      "12 1     \t 33.109 5.472 \t 11.616 [13.2989 14.0635] \t [0.873 0.826]\n",
      "124 7     \t 7.733 21.589 \t 0.896 [0.8965 0.9474] \t [0.999 0.946]\n",
      "14 5     \t 24.039 0.51 \t 2.477 [2.7099 2.871 ] \t [0.914 0.863]\n",
      "97 22     \t 95.919 7.372 \t 2.22 [2.2235 2.3451] \t [0.999 0.947]\n",
      "59 14     \t 31.101 0.121 \t 1.05 [1.0668 1.1296] \t [0.984 0.929]\n",
      "120 14     \t 15.544 2.309 \t 0.499 [0.5139 0.5424] \t [0.971 0.92 ]\n",
      "12 5     \t 28.924 62.154 \t 4.931 [4.9478 5.2269] \t [0.997 0.943]\n",
      "16 9     \t 40.999 53.529 \t 3.855 [3.8895 4.1056] \t [0.991 0.939]\n",
      "35 27     \t 29.724 12.047 \t 0.951 [0.9735 1.0294] \t [0.977 0.924]\n",
      "12 5     \t 51.402 79.496 \t 8.405 [8.6667 9.1503] \t [0.97  0.919]\n",
      "16 4     \t 80.856 89.812 \t 14.77 [15.0006 15.8287] \t [0.985 0.933]\n",
      "59 43     \t 7.291 0.107 \t 0.136 [0.1362 0.1442] \t [0.998 0.942]\n",
      "30 14     \t 66.309 54.422 \t 3.738 [3.8318 4.0527] \t [0.976 0.922]\n",
      "33 3     \t 99.476 21.542 \t 14.031 [14.769 15.614] \t [0.95  0.899]\n",
      "767 23     \t 67.84 2.725 \t 0.84 [0.8471 0.8943] \t [0.992 0.939]\n",
      "33 1     \t 23.659 14.669 \t 11.714 [12.2554 12.943 ] \t [0.956 0.905]\n",
      "65 7     \t 22.536 26.9 \t 2.256 [2.2692 2.4016] \t [0.994 0.939]\n",
      "137 68     \t 89.991 7.402 \t 0.918 [0.9242 0.9763] \t [0.993 0.94 ]\n",
      "31 14     \t 51.823 8.544 \t 2.455 [2.4995 2.6397] \t [0.982 0.93 ]\n",
      "18 13     \t 20.872 9.118 \t 1.323 [1.3569 1.434 ] \t [0.975 0.923]\n",
      "27 11     \t 47.928 6.724 \t 2.726 [2.8496 3.0072] \t [0.956 0.906]\n",
      "24 13     \t 34.315 79.001 \t 2.363 [2.3635 2.4987] \t [1.    0.946]\n",
      "22 9     \t 10.522 7.41 \t 0.871 [0.8902 0.9422] \t [0.978 0.924]\n",
      "18 4     \t 33.796 67.726 \t 6.801 [6.8629 7.2498] \t [0.991 0.938]\n",
      "20 3     \t 2.66 2.462 \t 0.587 [0.5923 0.6249] \t [0.991 0.939]\n",
      "19 13     \t 55.462 1.042 \t 3.129 [3.3266 3.5074] \t [0.941 0.892]\n",
      "291 10     \t 72.132 70.018 \t 4.484 [4.5233 4.7886] \t [0.991 0.936]\n",
      "37 1     \t 6.158 4.953 \t 3.348 [3.4763 3.678 ] \t [0.963 0.91 ]\n",
      "32 1     \t 95.503 9.445 \t 24.55 [28.8358 30.673 ] \t [0.851 0.8  ]\n",
      "78 34     \t 32.181 2.048 \t 0.61 [0.6123 0.6493] \t [0.996 0.939]\n",
      "10 3     \t 59.075 2.151 \t 9.087 [10.3363 10.9242] \t [0.879 0.832]\n",
      "40 11     \t 30.442 2.423 \t 1.462 [1.5765 1.6653] \t [0.927 0.878]\n",
      "525 10     \t 18.259 14.987 \t 1.044 [1.0459 1.1049] \t [0.999 0.945]\n",
      "30 4     \t 18.202 15.749 \t 2.961 [3.0163 3.1917] \t [0.982 0.928]\n",
      "107 82     \t 69.359 1.868 \t 0.708 [0.7094 0.749 ] \t [0.997 0.945]\n",
      "53 24     \t 56.006 26.042 \t 1.736 [1.759  1.8605] \t [0.987 0.933]\n",
      "49 7     \t 61.242 58.563 \t 5.96 [5.9907 6.3323] \t [0.995 0.941]\n",
      "25 17     \t 69.77 12.195 \t 3.197 [3.2646 3.4483] \t [0.979 0.927]\n",
      "41 31     \t 55.204 22.487 \t 1.534 [1.5583 1.6474] \t [0.985 0.931]\n",
      "33 11     \t 64.318 56.4 \t 4.378 [4.4369 4.6931] \t [0.987 0.933]\n",
      "27 12     \t 60.907 6.565 \t 3.232 [3.3124 3.5028] \t [0.976 0.923]\n",
      "33 17     \t 85.544 44.115 \t 3.873 [3.8844 4.1006] \t [0.997 0.944]\n",
      "208 10     \t 3.432 12.919 \t 0.291 [0.2952 0.3119] \t [0.987 0.933]\n",
      "26 8     \t 8.172 38.759 \t 0.933 [0.9396 0.992 ] \t [0.993 0.94 ]\n",
      "16 5     \t 31.659 31.145 \t 4.674 [4.691  4.9614] \t [0.996 0.942]\n",
      "118 7     \t 23.686 16.101 \t 1.948 [1.9699 2.0825] \t [0.989 0.935]\n",
      "16 1     \t 59.853 15.533 \t 22.957 [25.1264 26.6051] \t [0.914 0.863]\n",
      "112 12     \t 55.95 1.865 \t 1.753 [1.8208 1.9271] \t [0.963 0.91 ]\n",
      "1256 565     \t 0.227 1.296 \t 0.0 [0.0004 0.0004] \t [0.99  0.936]\n",
      "13 1     \t 78.075 2.337 \t 20.293 [25.6588 27.2519] \t [0.791 0.745]\n",
      "27 18     \t 53.888 1.403 \t 2.223 [2.3172 2.4502] \t [0.959 0.907]\n",
      "77 7     \t 12.554 2.679 \t 0.797 [0.8126 0.8566] \t [0.981 0.93 ]\n",
      "16 3     \t 42.078 92.989 \t 11.301 [11.5185 12.1771] \t [0.981 0.928]\n",
      "15 1     \t 46.122 68.45 \t 31.786 [32.5414 34.3725] \t [0.977 0.925]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12 2     \t 30.633 44.0 \t 11.169 [11.3301 11.9632] \t [0.986 0.934]\n",
      "17 5     \t 53.255 58.695 \t 7.965 [8.0834 8.5249] \t [0.985 0.934]\n",
      "132 54     \t 20.837 6.382 \t 0.271 [0.2723 0.288 ] \t [0.995 0.941]\n",
      "20 8     \t 23.354 94.642 \t 2.662 [2.6641 2.8175] \t [0.999 0.945]\n",
      "14 2     \t 5.649 0.123 \t 0.956 [1.1112 1.1749] \t [0.86  0.813]\n",
      "259 145     \t 25.243 11.418 \t 0.14 [0.1398 0.1479] \t [0.999 0.945]\n",
      "22 13     \t 92.517 14.311 \t 5.148 [5.3819 5.682 ] \t [0.957 0.906]\n",
      "27 8     \t 50.178 2.505 \t 3.245 [3.5093 3.7023] \t [0.925 0.877]\n",
      "63 15     \t 78.363 3.101 \t 2.574 [2.6029 2.7474] \t [0.989 0.937]\n",
      "49 31     \t 59.722 4.6 \t 1.454 [1.4607 1.5475] \t [0.995 0.939]\n",
      "21 14     \t 2.081 0.382 \t 0.114 [0.1158 0.1225] \t [0.984 0.93 ]\n",
      "27 4     \t 60.847 24.012 \t 8.241 [8.495  8.9821] \t [0.97  0.917]\n",
      "102 5     \t 25.02 10.804 \t 2.432 [2.4434 2.5873] \t [0.995 0.94 ]\n",
      "44 29     \t 41.458 8.929 \t 1.134 [1.1368 1.2018] \t [0.998 0.944]\n",
      "26 14     \t 70.428 19.448 \t 3.675 [3.7698 3.9828] \t [0.975 0.923]\n",
      "125 39     \t 14.203 6.634 \t 0.25 [0.2514 0.2659] \t [0.996 0.942]\n",
      "32 13     \t 10.104 95.294 \t 0.746 [0.749  0.7905] \t [0.996 0.943]\n",
      "10 3     \t 58.343 62.602 \t 14.211 [14.8331 15.721 ] \t [0.958 0.904]\n",
      "56 5     \t 12.487 6.118 \t 1.348 [1.369  1.4471] \t [0.985 0.932]\n",
      "104 13     \t 27.665 1.287 \t 0.857 [0.8697 0.919 ] \t [0.985 0.932]\n",
      "21 2     \t 8.244 4.514 \t 2.219 [2.3171 2.4495] \t [0.957 0.906]\n",
      "42 6     \t 80.574 30.283 \t 7.296 [7.3309 7.7659] \t [0.995 0.939]\n",
      "23 1     \t 41.553 16.507 \t 17.8 [19.3887 20.4795] \t [0.918 0.869]\n",
      "19 9     \t 16.937 4.595 \t 1.29 [1.3707 1.447 ] \t [0.941 0.892]\n",
      "12 8     \t 20.185 23.066 \t 2.155 [2.1986 2.3252] \t [0.98  0.927]\n",
      "24 11     \t 39.317 9.32 \t 2.424 [2.5119 2.6572] \t [0.965 0.912]\n",
      "652 474     \t 36.003 89.14 \t 0.072 [0.0724 0.0767] \t [0.994 0.94 ]\n",
      "2267 1512     \t 26.477 4.14 \t 0.014 [0.0143 0.0151] \t [0.998 0.946]\n",
      "51 4     \t 58.678 30.594 \t 7.875 [8.11   8.5787] \t [0.971 0.918]\n",
      "14 10     \t 47.357 0.719 \t 3.459 [3.7294 3.9388] \t [0.927 0.878]\n",
      "19 14     \t 45.872 20.264 \t 2.73 [2.8088 2.9668] \t [0.972 0.92 ]\n",
      "37 20     \t 74.71 21.939 \t 2.785 [2.8557 3.0166] \t [0.975 0.923]\n",
      "38 29     \t 65.63 8.157 \t 1.874 [1.8953 2.0002] \t [0.989 0.937]\n",
      "26 15     \t 11.056 14.13 \t 0.633 [0.6413 0.6786] \t [0.988 0.934]\n",
      "108 16     \t 7.906 69.395 \t 0.464 [0.4663 0.4932] \t [0.995 0.94 ]\n",
      "96 10     \t 34.859 1.657 \t 1.318 [1.3442 1.4221] \t [0.98  0.927]\n",
      "53 12     \t 97.783 8.875 \t 4.104 [4.1386 4.3744] \t [0.992 0.938]\n",
      "39 12     \t 59.326 0.43 \t 2.564 [2.6309 2.7805] \t [0.974 0.922]\n",
      "1706 27     \t 19.802 1.411 \t 0.201 [0.2043 0.2159] \t [0.984 0.931]\n",
      "17 9     \t 60.456 6.244 \t 4.459 [4.7395 5.0168] \t [0.941 0.889]\n",
      "841 19     \t 43.767 0.661 \t 0.574 [0.5816 0.6154] \t [0.986 0.932]\n",
      "10 1     \t 80.732 62.097 \t 46.84 [49.8403 52.7205] \t [0.94  0.888]\n",
      "35 21     \t 37.266 18.791 \t 1.427 [1.4435 1.5248] \t [0.989 0.936]\n",
      "66 11     \t 13.645 5.618 \t 0.721 [0.7217 0.7623] \t [1.    0.946]\n",
      "55 8     \t 52.937 24.113 \t 3.811 [3.8809 4.1011] \t [0.982 0.929]\n",
      "30 9     \t 41.663 0.1 \t 2.321 [2.4465 2.5882] \t [0.949 0.897]\n",
      "143 60     \t 33.34 0.982 \t 0.35 [0.3556 0.3758] \t [0.984 0.931]\n",
      "21 12     \t 61.994 55.191 \t 4.254 [4.34   4.5847] \t [0.98  0.928]\n",
      "12 3     \t 39.078 82.31 \t 10.572 [10.8445 11.462 ] \t [0.975 0.922]\n",
      "40 1     \t 35.921 82.124 \t 26.88 [27.3984 28.9419] \t [0.981 0.929]\n",
      "12 6     \t 2.08 2.074 \t 0.275 [0.2885 0.3047] \t [0.954 0.903]\n",
      "36 11     \t 10.962 0.467 \t 0.529 [0.5322 0.5619] \t [0.994 0.941]\n",
      "18 6     \t 83.126 88.925 \t 10.522 [10.7356 11.3728] \t [0.98  0.925]\n",
      "83 63     \t 6.956 29.139 \t 0.107 [0.1068 0.1129] \t [0.999 0.945]\n",
      "347 14     \t 26.883 1.261 \t 0.582 [0.5946 0.6285] \t [0.979 0.926]\n",
      "23 6     \t 65.503 30.997 \t 6.904 [7.0812 7.4715] \t [0.975 0.924]\n",
      "29 5     \t 99.969 28.411 \t 10.482 [11.0403 11.6786] \t [0.949 0.898]\n",
      "10 6     \t 81.54 59.947 \t 10.723 [11.3395 11.9803] \t [0.946 0.895]\n",
      "194 101     \t 67.202 45.366 \t 0.541 [0.5424 0.5729] \t [0.997 0.944]\n",
      "18 9     \t 22.923 26.983 \t 2.095 [2.1229 2.2433] \t [0.987 0.934]\n",
      "12 3     \t 53.475 8.851 \t 8.876 [ 9.9111 10.493 ] \t [0.896 0.846]\n",
      "46 1     \t 41.624 4.176 \t 10.099 [11.7277 12.4366] \t [0.861 0.812]\n",
      "10 7     \t 12.406 0.367 \t 1.24 [1.3808 1.4573] \t [0.898 0.851]\n",
      "20 5     \t 99.631 0.091 \t 8.838 [ 9.5056 10.0356] \t [0.93  0.881]\n",
      "18 13     \t 4.228 26.264 \t 0.314 [0.3167 0.335 ] \t [0.991 0.937]\n",
      "12 7     \t 20.733 49.832 \t 2.647 [2.7278 2.8805] \t [0.971 0.919]\n",
      "11 2     \t 91.345 78.808 \t 29.736 [30.6672 32.517 ] \t [0.97  0.914]\n",
      "35 1     \t 28.785 4.085 \t 8.094 [9.2663 9.805 ] \t [0.874 0.826]\n",
      "30 10     \t 73.718 13.804 \t 4.423 [4.5385 4.8032] \t [0.975 0.921]\n",
      "10 1     \t 64.911 34.427 \t 33.409 [35.1529 37.208 ] \t [0.95  0.898]\n",
      "19 12     \t 93.693 5.922 \t 5.585 [5.9404 6.2944] \t [0.94  0.887]\n",
      "216 3     \t 12.719 0.372 \t 0.866 [0.9904 1.0489] \t [0.875 0.826]\n",
      "270 33     \t 0.104 29.357 \t 0.003 [0.0032 0.0034] \t [0.984 0.93 ]\n",
      "170 84     \t 73.769 61.524 \t 0.72 [0.7217 0.7607] \t [0.997 0.946]\n",
      "57 2     \t 88.259 41.188 \t 20.478 [21.9596 23.2073] \t [0.933 0.882]\n",
      "17 1     \t 77.392 36.2 \t 36.245 [38.9101 41.2108] \t [0.932 0.88 ]\n",
      "17 1     \t 51.737 6.495 \t 15.867 [18.5982 19.6634] \t [0.853 0.807]\n",
      "56 15     \t 91.46 37.294 \t 3.907 [3.9396 4.1655] \t [0.992 0.938]\n",
      "54 15     \t 44.016 0.369 \t 1.483 [1.509  1.5941] \t [0.983 0.93 ]\n",
      "29 7     \t 41.362 21.122 \t 3.765 [3.7979 4.0151] \t [0.991 0.938]\n",
      "22 9     \t 58.576 64.422 \t 5.161 [5.3319 5.6246] \t [0.968 0.918]\n",
      "28 17     \t 98.007 0.902 \t 4.06 [4.1893 4.4381] \t [0.969 0.915]\n",
      "26 11     \t 57.371 4.753 \t 3.202 [3.3083 3.5015] \t [0.968 0.915]\n",
      "114 61     \t 99.188 10.208 \t 1.17 [1.1839 1.2508] \t [0.989 0.936]\n",
      "30 22     \t 47.153 29.124 \t 1.852 [1.8923 2.0028] \t [0.979 0.925]\n",
      "26 11     \t 10.586 1.09 \t 0.598 [0.6191 0.6553] \t [0.965 0.912]\n",
      "30 8     \t 77.028 1.316 \t 4.65 [4.9198 5.2033] \t [0.945 0.894]\n",
      "16 4     \t 64.831 30.652 \t 9.952 [10.3187 10.9092] \t [0.964 0.912]\n",
      "112 69     \t 23.462 2.556 \t 0.261 [0.2607 0.2756] \t [1.    0.946]\n",
      "15 8     \t 77.082 16.612 \t 6.654 [7.2261 7.6443] \t [0.921 0.87 ]\n",
      "21 4     \t 85.774 66.48 \t 14.107 [14.3741 15.1716] \t [0.981 0.93 ]\n",
      "10 6     \t 11.895 14.249 \t 1.652 [1.7402 1.843 ] \t [0.95  0.897]\n",
      "123 16     \t 46.509 4.224 \t 1.264 [1.2798 1.3514] \t [0.988 0.935]\n",
      "42 32     \t 14.615 78.63 \t 0.443 [0.4493 0.4744] \t [0.986 0.934]\n",
      "12 2     \t 29.599 92.645 \t 12.436 [12.5697 13.2736] \t [0.989 0.937]\n",
      "24 8     \t 69.14 11.202 \t 5.043 [5.3431 5.6353] \t [0.944 0.895]\n",
      "86 25     \t 67.667 54.012 \t 1.985 [2.0021 2.1145] \t [0.992 0.939]\n",
      "66 28     \t 76.05 10.849 \t 1.79 [1.8202 1.9234] \t [0.984 0.931]\n",
      "67 18     \t 67.129 29.079 \t 2.425 [2.46   2.5993] \t [0.986 0.933]\n",
      "15 9     \t 48.493 30.555 \t 4.278 [4.4434 4.6991] \t [0.963 0.91 ]\n",
      "36 6     \t 52.907 23.105 \t 5.083 [5.2705 5.5783] \t [0.964 0.911]\n",
      "12 8     \t 77.989 1.521 \t 6.757 [7.3979 7.8226] \t [0.913 0.864]\n",
      "14 2     \t 28.133 3.975 \t 5.734 [6.6063 6.9957] \t [0.868 0.82 ]\n",
      "47 8     \t 85.16 3.523 \t 4.549 [4.701  4.9679] \t [0.968 0.916]\n",
      "11 1     \t 53.622 9.453 \t 19.432 [22.237  23.5882] \t [0.874 0.824]\n",
      "39 9     \t 42.51 13.425 \t 2.762 [2.8424 3.0066] \t [0.972 0.919]\n",
      "39 24     \t 45.32 0.481 \t 1.363 [1.4024 1.4805] \t [0.972 0.92 ]\n",
      "35 19     \t 95.183 16.773 \t 3.606 [3.6305 3.8465] \t [0.993 0.937]\n",
      "10 3     \t 2.822 1.321 \t 0.583 [0.6131 0.6471] \t [0.951 0.901]\n",
      "10 2     \t 21.253 15.243 \t 6.672 [7.203  7.6211] \t [0.926 0.876]\n",
      "56 2     \t 84.646 69.264 \t 24.049 [24.4941 25.9066] \t [0.982 0.928]\n",
      "299 186     \t 15.028 20.564 \t 0.072 [0.0725 0.0765] \t [0.998 0.946]\n",
      "20 11     \t 95.065 45.803 \t 6.605 [6.6532 7.0256] \t [0.993 0.94 ]\n",
      "11 8     \t 2.979 9.387 \t 0.347 [0.3515 0.3711] \t [0.986 0.934]\n",
      "160 13     \t 17.679 2.964 \t 0.577 [0.5806 0.6138] \t [0.994 0.94 ]\n",
      "2570 1911     \t 4.186 90.591 \t 0.002 [0.0022 0.0023] \t [0.997 0.943]\n",
      "15 11     \t 17.899 13.659 \t 1.389 [1.4119 1.4911] \t [0.984 0.932]\n",
      "3094 1724     \t 14.491 10.8 \t 0.007 [0.0071 0.0075] \t [0.998 0.945]\n",
      "10 3     \t 45.952 39.726 \t 10.732 [10.9377 11.5578] \t [0.981 0.929]\n",
      "20 12     \t 14.959 7.253 \t 0.979 [1.0137 1.0724] \t [0.966 0.913]\n",
      "16 1     \t 35.68 18.18 \t 17.328 [18.4203 19.4818] \t [0.941 0.889]\n",
      "67 39     \t 9.002 0.516 \t 0.168 [0.171  0.1805] \t [0.982 0.93 ]\n",
      "86 24     \t 11.19 0.644 \t 0.251 [0.2528 0.2668] \t [0.993 0.941]\n",
      "36 6     \t 94.619 39.717 \t 9.01 [9.0881 9.6018] \t [0.991 0.938]\n",
      "34 25     \t 56.415 24.476 \t 1.92 [1.9206 2.0308] \t [1.    0.945]\n",
      "15 1     \t 36.517 32.705 \t 21.643 [22.4664 23.7455] \t [0.963 0.911]\n",
      "15 3     \t 38.306 5.162 \t 5.844 [6.6492 7.048 ] \t [0.879 0.829]\n",
      "22 17     \t 75.848 39.549 \t 3.842 [3.8569 4.0781] \t [0.996 0.942]\n",
      "55 6     \t 14.911 11.652 \t 1.565 [1.5659 1.6543] \t [0.999 0.946]\n",
      "31 11     \t 37.327 10.767 \t 2.187 [2.2511 2.3773] \t [0.971 0.92 ]\n",
      "515 252     \t 59.504 8.302 \t 0.168 [0.1683 0.1781] \t [0.999 0.944]\n",
      "12 4     \t 47.281 78.639 \t 9.505 [ 9.5058 10.0376] \t [1.    0.947]\n",
      "16 10     \t 51.638 6.369 \t 3.707 [3.9048 4.1325] \t [0.949 0.897]\n",
      "32 6     \t 37.533 46.82 \t 4.607 [4.7089 4.9722] \t [0.978 0.926]\n",
      "941 59     \t 0.248 0.268 \t 0.003 [0.0028 0.003 ] \t [0.998 0.941]\n",
      "23 5     \t 39.9 11.915 \t 4.426 [4.566  4.8268] \t [0.969 0.917]\n",
      "14 7     \t 90.252 68.168 \t 9.946 [10.258  10.8241] \t [0.97  0.919]\n",
      "11 2     \t 65.711 43.617 \t 20.02 [20.8721 22.0229] \t [0.959 0.909]\n",
      "13 10     \t 65.16 13.547 \t 5.18 [5.5362 5.8464] \t [0.936 0.886]\n",
      "10 1     \t 69.93 26.979 \t 32.452 [34.8663 36.979 ] \t [0.931 0.878]\n",
      "21 12     \t 70.682 0.921 \t 3.951 [4.1701 4.4055] \t [0.947 0.897]\n",
      "33 3     \t 27.495 34.09 \t 6.293 [6.398  6.7354] \t [0.984 0.934]\n",
      "35 1     \t 10.524 1.376 \t 2.885 [3.3441 3.5528] \t [0.863 0.812]\n",
      "26 18     \t 34.821 0.13 \t 1.451 [1.4761 1.5624] \t [0.983 0.929]\n",
      "10 7     \t 33.623 3.229 \t 3.449 [3.7581 3.9708] \t [0.918 0.869]\n",
      "125 6     \t 84.134 14.829 \t 5.286 [5.5867 5.9038] \t [0.946 0.895]\n",
      "27 4     \t 66.297 0.455 \t 6.054 [6.6067 6.9858] \t [0.916 0.867]\n",
      "94 9     \t 52.762 1.51 \t 2.085 [2.1219 2.2433] \t [0.982 0.929]\n",
      "105 50     \t 51.061 4.961 \t 0.698 [0.7046 0.7432] \t [0.99  0.939]\n",
      "11 1     \t 20.546 31.636 \t 14.479 [14.5599 15.4264] \t [0.994 0.939]\n",
      "73 6     \t 24.202 0.117 \t 1.271 [1.3593 1.4391] \t [0.935 0.883]\n",
      "33 23     \t 14.361 52.994 \t 0.593 [0.5973 0.6309] \t [0.992 0.939]\n",
      "103 7     \t 41.002 81.407 \t 4.481 [4.5026 4.7677] \t [0.995 0.94 ]\n",
      "229 7     \t 40.791 0.263 \t 1.43 [1.5443 1.6345] \t [0.926 0.875]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12 6     \t 42.646 22.129 \t 5.181 [5.5114 5.8155] \t [0.94  0.891]\n",
      "14 6     \t 36.868 72.362 \t 5.218 [5.2738 5.5786] \t [0.989 0.935]\n",
      "88 13     \t 80.899 0.835 \t 2.505 [2.5806 2.7291] \t [0.971 0.918]\n",
      "24 5     \t 80.137 32.435 \t 9.357 [ 9.8079 10.3785] \t [0.954 0.902]\n",
      "13 2     \t 19.76 17.319 \t 6.361 [6.5652 6.9497] \t [0.969 0.915]\n",
      "40 25     \t 8.446 4.155 \t 0.276 [0.2795 0.2951] \t [0.986 0.934]\n",
      "18 8     \t 2.572 0.475 \t 0.207 [0.2156 0.2277] \t [0.961 0.91 ]\n",
      "27 1     \t 50.78 23.26 \t 22.654 [24.4906 25.8696] \t [0.925 0.876]\n",
      "22 2     \t 35.84 32.157 \t 11.132 [11.2607 11.9137] \t [0.989 0.934]\n",
      "378 5     \t 65.832 0.253 \t 2.559 [2.7521 2.917 ] \t [0.93  0.877]\n",
      "47 21     \t 13.968 1.719 \t 0.439 [0.4428 0.4678] \t [0.991 0.938]\n",
      "14 7     \t 1.125 0.393 \t 0.113 [0.118  0.1244] \t [0.957 0.907]\n",
      "129 4     \t 16.523 1.077 \t 1.138 [1.2361 1.3063] \t [0.92  0.871]\n",
      "104 2     \t 15.533 2.844 \t 2.406 [2.5834 2.7438] \t [0.931 0.877]\n",
      "33 17     \t 97.963 29.252 \t 4.213 [4.2553 4.4941] \t [0.99  0.938]\n",
      "16 8     \t 12.312 6.274 \t 1.139 [1.1855 1.253 ] \t [0.96  0.909]\n",
      "19 4     \t 54.948 53.444 \t 9.603 [ 9.6362 10.2139] \t [0.997 0.94 ]\n",
      "23 8     \t 78.962 67.198 \t 7.336 [7.5956 8.0229] \t [0.966 0.914]\n",
      "54 8     \t 52.511 28.424 \t 3.945 [3.9781 4.2008] \t [0.992 0.939]\n",
      "445 26     \t 39.655 4.408 \t 0.573 [0.5787 0.6125] \t [0.99  0.935]\n",
      "41 8     \t 79.204 8.147 \t 4.724 [4.7468 5.0189] \t [0.995 0.941]\n",
      "12 1     \t 50.513 0.123 \t 12.395 [15.8786 16.8495] \t [0.781 0.736]\n",
      "69 20     \t 4.403 6.187 \t 0.176 [0.1765 0.1868] \t [0.996 0.941]\n",
      "13 3     \t 83.596 74.351 \t 19.07 [19.9411 21.0871] \t [0.956 0.904]\n",
      "45 13     \t 11.463 34.622 \t 0.773 [0.7746 0.8187] \t [0.998 0.944]\n",
      "12 5     \t 71.108 46.101 \t 10.213 [10.493  11.0902] \t [0.973 0.921]\n",
      "17 8     \t 28.911 2.068 \t 2.238 [2.3596 2.4896] \t [0.949 0.899]\n",
      "138 15     \t 93.543 22.765 \t 3.031 [3.0345 3.2092] \t [0.999 0.944]\n",
      "35 7     \t 10.594 3.829 \t 0.872 [0.9024 0.9532] \t [0.966 0.914]\n",
      "11 4     \t 60.346 0.905 \t 7.562 [8.5645 9.0428] \t [0.883 0.836]\n",
      "12 8     \t 6.593 12.752 \t 0.736 [0.7442 0.7856] \t [0.989 0.937]\n",
      "12 3     \t 53.385 71.798 \t 13.354 [13.6564 14.4564] \t [0.978 0.924]\n",
      "13 6     \t 45.207 47.369 \t 5.952 [6.0498 6.3896] \t [0.984 0.931]\n",
      "20 9     \t 3.59 1.025 \t 0.271 [0.285 0.301] \t [0.951 0.9  ]\n",
      "78 3     \t 67.437 6.594 \t 6.769 [7.3687 7.8055] \t [0.919 0.867]\n",
      "18 1     \t 43.52 22.962 \t 21.185 [22.6125 23.888 ] \t [0.937 0.887]\n",
      "79 14     \t 16.675 1.598 \t 0.564 [0.5665 0.5989] \t [0.996 0.942]\n",
      "11 2     \t 54.156 69.356 \t 19.361 [20.3208 21.4578] \t [0.953 0.902]\n",
      "403 126     \t 95.135 19.891 \t 0.475 [0.4752 0.5024] \t [0.999 0.945]\n",
      "58 7     \t 96.674 32.865 \t 7.176 [7.3111 7.7259] \t [0.981 0.929]\n",
      "661 56     \t 72.352 11.04 \t 0.56 [0.5623 0.5967] \t [0.995 0.938]\n",
      "11 1     \t 94.659 6.092 \t 27.957 [34.3777 36.4015] \t [0.813 0.768]\n",
      "15 5     \t 73.556 39.294 \t 9.841 [10.1104 10.6837] \t [0.973 0.921]\n",
      "134 14     \t 94.929 4.87 \t 2.622 [2.6751 2.8215] \t [0.98  0.929]\n",
      "128 99     \t 46.274 17.089 \t 0.412 [0.415  0.4385] \t [0.994 0.94 ]\n",
      "34 21     \t 86.982 41.313 \t 3.343 [3.4224 3.6186] \t [0.977 0.924]\n",
      "48 30     \t 7.967 0.296 \t 0.197 [0.1991 0.2103] \t [0.987 0.934]\n",
      "23 3     \t 2.897 3.034 \t 0.652 [0.6643 0.7009] \t [0.981 0.93 ]\n",
      "45 34     \t 10.378 4.906 \t 0.265 [0.2663 0.2814] \t [0.997 0.943]\n",
      "49 9     \t 87.701 0.755 \t 4.121 [4.2723 4.5132] \t [0.965 0.913]\n",
      "117 56     \t 59.811 27.444 \t 0.816 [0.8222 0.8684] \t [0.992 0.939]\n",
      "2964 832     \t 11.923 30.278 \t 0.012 [0.0125 0.0132] \t [0.992 0.939]\n",
      "27 21     \t 16.441 1.517 \t 0.641 [0.6569 0.694 ] \t [0.976 0.924]\n",
      "345 12     \t 31.194 4.16 \t 0.898 [0.9055 0.9572] \t [0.991 0.938]\n",
      "10 2     \t 19.697 11.664 \t 5.896 [6.0923 6.4499] \t [0.968 0.914]\n",
      "14 3     \t 35.506 0.125 \t 4.684 [5.3933 5.7058] \t [0.868 0.821]\n",
      "114 13     \t 65.898 7.494 \t 2.174 [2.1986 2.3198] \t [0.989 0.937]\n",
      "29 4     \t 44.706 0.274 \t 3.984 [4.3096 4.5553] \t [0.924 0.875]\n",
      "1195 55     \t 11.453 94.892 \t 0.192 [0.1932 0.2045] \t [0.996 0.941]\n",
      "18 10     \t 92.454 11.218 \t 6.346 [6.6702 7.0474] \t [0.951 0.901]\n",
      "25 17     \t 72.236 8.947 \t 3.267 [3.3634 3.5494] \t [0.971 0.92 ]\n",
      "62 8     \t 49.836 21.132 \t 3.464 [3.5127 3.7056] \t [0.986 0.935]\n",
      "32 7     \t 77.244 74.775 \t 7.874 [8.1168 8.5754] \t [0.97  0.918]\n",
      "134 55     \t 91.097 0.404 \t 1.016 [1.0354 1.0931] \t [0.982 0.93 ]\n",
      "26 6     \t 22.483 0.65 \t 1.703 [1.8483 1.9545] \t [0.921 0.871]\n",
      "59 19     \t 25.176 0.62 \t 0.726 [0.7369 0.7794] \t [0.985 0.932]\n",
      "18 4     \t 44.918 0.284 \t 4.692 [5.3194 5.6287] \t [0.882 0.834]\n",
      "45 28     \t 19.335 2.515 \t 0.524 [0.5346 0.566 ] \t [0.98  0.925]\n",
      "10 1     \t 21.641 0.639 \t 6.029 [7.3719 7.8192] \t [0.818 0.771]\n",
      "17 5     \t 4.667 14.82 \t 0.815 [0.8211 0.8642] \t [0.993 0.943]\n",
      "128 13     \t 53.737 11.107 \t 1.91 [1.934  2.0433] \t [0.987 0.935]\n",
      "43 24     \t 20.998 6.164 \t 0.663 [0.6737 0.7104] \t [0.984 0.933]\n",
      "37 1     \t 23.133 2.709 \t 6.08 [7.1235 7.5529] \t [0.853 0.805]\n",
      "90 66     \t 51.535 13.18 \t 0.662 [0.6786 0.717 ] \t [0.976 0.924]\n",
      "26 4     \t 40.531 11.976 \t 5.17 [5.4058 5.7029] \t [0.956 0.906]\n",
      "14 5     \t 57.1 1.63 \t 5.924 [6.4172 6.7873] \t [0.923 0.873]\n",
      "19 4     \t 45.451 0.493 \t 4.691 [5.164  5.4605] \t [0.908 0.859]\n",
      "40 5     \t 91.197 1.832 \t 6.611 [7.2885 7.7166] \t [0.907 0.857]\n",
      "12 1     \t 3.916 11.899 \t 3.182 [3.2123 3.3955] \t [0.991 0.937]\n",
      "551 67     \t 42.266 18.734 \t 0.364 [0.3643 0.3864] \t [0.998 0.941]\n",
      "2225 1536     \t 30.126 18.977 \t 0.017 [0.0173 0.0182] \t [0.997 0.944]\n",
      "165 9     \t 49.468 26.974 \t 2.956 [2.9732 3.1478] \t [0.994 0.939]\n",
      "74 12     \t 19.481 0.793 \t 0.699 [0.7028 0.7422] \t [0.995 0.942]\n",
      "12 8     \t 87.001 50.701 \t 8.726 [9.0861 9.5747] \t [0.96  0.911]\n",
      "23 7     \t 10.923 15.595 \t 1.234 [1.2445 1.3137] \t [0.992 0.94 ]\n",
      "23 9     \t 83.231 59.777 \t 6.853 [7.1591 7.5642] \t [0.957 0.906]\n",
      "52 19     \t 8.142 22.892 \t 0.38 [0.3805 0.4018] \t [0.998 0.945]\n",
      "217 57     \t 8.605 12.717 \t 0.121 [0.1227 0.1296] \t [0.987 0.934]\n",
      "11 4     \t 2.455 2.772 \t 0.468 [0.4788 0.5066] \t [0.977 0.923]\n",
      "236 50     \t 16.894 18.989 \t 0.253 [0.2547 0.2692] \t [0.995 0.942]\n",
      "11 6     \t 49.738 38.71 \t 6.469 [6.7843 7.18  ] \t [0.954 0.901]\n",
      "16 10     \t 78.958 0.741 \t 5.417 [5.8742 6.2038] \t [0.922 0.873]\n",
      "58 33     \t 8.351 17.709 \t 0.229 [0.23   0.2434] \t [0.995 0.94 ]\n",
      "25 1     \t 41.669 3.529 \t 10.807 [13.115  13.9137] \t [0.824 0.777]\n",
      "11 3     \t 22.394 27.878 \t 5.561 [5.6819 6.0043] \t [0.979 0.926]\n",
      "77 56     \t 75.719 48.194 \t 1.189 [1.1983 1.2643] \t [0.993 0.941]\n",
      "30 20     \t 19.892 10.269 \t 0.824 [0.8318 0.8788] \t [0.991 0.938]\n",
      "46 11     \t 99.059 3.195 \t 4.343 [4.4947 4.7499] \t [0.966 0.914]\n",
      "16 11     \t 72.669 75.187 \t 5.697 [5.7312 6.059 ] \t [0.994 0.94 ]\n",
      "18 8     \t 25.84 12.518 \t 2.313 [2.3649 2.4971] \t [0.978 0.926]\n",
      "15 5     \t 57.59 2.601 \t 5.921 [6.5648 6.9456] \t [0.902 0.852]\n",
      "303 217     \t 59.477 0.395 \t 0.222 [0.2238 0.2361] \t [0.994 0.942]\n",
      "12 7     \t 24.243 76.167 \t 3.161 [3.1753 3.3477] \t [0.996 0.944]\n",
      "86 1     \t 52.994 18.913 \t 19.509 [20.8852 22.1088] \t [0.934 0.882]\n",
      "104 2     \t 41.053 18.612 \t 8.993 [9.3206 9.8276] \t [0.965 0.915]\n",
      "92 59     \t 63.332 69.126 \t 0.947 [0.9573 1.0117] \t [0.989 0.936]\n",
      "19 3     \t 21.101 10.447 \t 4.001 [4.1509 4.3938] \t [0.964 0.911]\n",
      "23 4     \t 76.935 98.439 \t 14.009 [14.3467 15.1698] \t [0.976 0.923]\n",
      "96 15     \t 55.697 0.625 \t 1.535 [1.5859 1.6771] \t [0.968 0.915]\n",
      "11 1     \t 45.202 61.269 \t 30.809 [31.5047 33.3006] \t [0.978 0.925]\n",
      "11 6     \t 33.058 8.923 \t 3.815 [4.0899 4.319 ] \t [0.933 0.883]\n",
      "532 137     \t 23.011 10.976 \t 0.112 [0.1123 0.1186] \t [1.    0.947]\n",
      "15 4     \t 39.03 9.218 \t 5.349 [5.7096 6.0381] \t [0.937 0.886]\n",
      "37 19     \t 7.554 13.651 \t 0.349 [0.3516 0.3721] \t [0.991 0.937]\n",
      "18 6     \t 21.345 0.103 \t 1.795 [1.9421 2.0568] \t [0.924 0.873]\n",
      "32 6     \t 16.769 9.757 \t 1.748 [1.7752 1.8747] \t [0.985 0.933]\n",
      "48 10     \t 21.012 1.185 \t 0.988 [1.0325 1.0936] \t [0.956 0.903]\n",
      "33 3     \t 72.721 17.965 \t 10.599 [10.906  11.5219] \t [0.972 0.92 ]\n",
      "21 6     \t 93.747 72.278 \t 10.984 [11.2366 11.8931] \t [0.978 0.924]\n",
      "43 8     \t 98.698 73.582 \t 8.212 [8.4618 8.9413] \t [0.97  0.918]\n",
      "94 3     \t 81.422 6.908 \t 7.666 [8.3586 8.8747] \t [0.917 0.864]\n",
      "23 4     \t 61.374 79.24 \t 11.196 [11.4731 12.1514] \t [0.976 0.921]\n",
      "27 1     \t 22.328 66.048 \t 17.773 [17.7754 18.8102] \t [1.    0.945]\n",
      "40 22     \t 39.409 60.901 \t 1.565 [1.5685 1.6544] \t [0.998 0.946]\n",
      "12 3     \t 32.623 14.843 \t 6.501 [6.8078 7.1962] \t [0.955 0.903]\n",
      "175 10     \t 97.078 1.813 \t 2.955 [3.0434 3.2216] \t [0.971 0.917]\n",
      "19 3     \t 78.332 83.713 \t 17.976 [18.127  19.1141] \t [0.992 0.94 ]\n",
      "30 7     \t 66.9 31.737 \t 5.969 [6.0841 6.4321] \t [0.981 0.928]\n",
      "84 47     \t 5.143 91.213 \t 0.108 [0.1077 0.1136] \t [1.    0.948]\n",
      "77 16     \t 86.613 9.153 \t 2.725 [2.7647 2.9188] \t [0.986 0.934]\n",
      "48 24     \t 78.198 20.46 \t 2.362 [2.3973 2.534 ] \t [0.985 0.932]\n",
      "19 14     \t 15.077 13.538 \t 0.94 [0.9566 1.009 ] \t [0.983 0.932]\n",
      "24 16     \t 13.882 6.456 \t 0.708 [0.7091 0.7488] \t [0.998 0.945]\n",
      "195 22     \t 94.384 45.602 \t 2.47 [2.4901 2.6351] \t [0.992 0.937]\n",
      "26 11     \t 12.891 5.476 \t 0.828 [0.8341 0.8856] \t [0.993 0.935]\n",
      "19 4     \t 50.773 9.779 \t 6.376 [6.7598 7.1315] \t [0.943 0.894]\n",
      "13 2     \t 42.984 28.405 \t 12.844 [13.3844 14.1075] \t [0.96 0.91]\n",
      "21 13     \t 81.613 6.585 \t 4.507 [4.6415 4.903 ] \t [0.971 0.919]\n",
      "15 9     \t 20.56 0.948 \t 1.551 [1.6684 1.7691] \t [0.93  0.877]\n",
      "14 9     \t 61.372 74.342 \t 5.847 [6.0278 6.3843] \t [0.97  0.916]\n",
      "20 11     \t 14.131 4.588 \t 0.946 [0.9689 1.0246] \t [0.976 0.923]\n",
      "23 4     \t 19.583 17.72 \t 3.304 [3.3117 3.4948] \t [0.998 0.945]\n",
      "14 4     \t 82.622 79.639 \t 14.897 [15.1949 16.0276] \t [0.98  0.929]\n",
      "82 10     \t 24.648 31.092 \t 1.774 [1.7828 1.8835] \t [0.995 0.942]\n",
      "24 14     \t 80.234 75.397 \t 4.786 [4.7889 5.0645] \t [0.999 0.945]\n",
      "14 7     \t 50.994 35.371 \t 5.559 [5.6418 5.9493] \t [0.985 0.934]\n",
      "11 5     \t 38.086 58.032 \t 6.27 [6.5321 6.9147] \t [0.96  0.907]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "19 6     \t 60.743 13.587 \t 5.922 [6.3134 6.6807] \t [0.938 0.886]\n",
      "36 17     \t 70.419 17.982 \t 2.91 [2.9123 3.0756] \t [0.999 0.946]\n",
      "351 172     \t 59.903 7.719 \t 0.247 [0.2481 0.2627] \t [0.995 0.939]\n",
      "16 5     \t 7.327 1.401 \t 0.826 [0.8912 0.9414] \t [0.927 0.878]\n",
      "27 13     \t 38.533 6.599 \t 2.007 [2.0612 2.1798] \t [0.974 0.921]\n",
      "53 11     \t 40.134 0.757 \t 1.651 [1.6918 1.7891] \t [0.976 0.923]\n",
      "25 9     \t 44.885 27.663 \t 3.559 [3.5773 3.7805] \t [0.995 0.941]\n",
      "50 39     \t 84.132 24.522 \t 1.866 [1.8749 1.987 ] \t [0.995 0.939]\n",
      "102 5     \t 98.444 71.37 \t 11.289 [11.3262 11.9876] \t [0.997 0.942]\n",
      "12 1     \t 21.342 19.194 \t 12.842 [13.5142 14.3044] \t [0.95  0.898]\n",
      "38 16     \t 76.474 11.38 \t 3.092 [3.0932 3.2634] \t [1.    0.948]\n",
      "75 9     \t 80.976 30.956 \t 4.845 [4.9017 5.1704] \t [0.989 0.937]\n",
      "55 1     \t 38.234 26.482 \t 19.241 [20.1037 21.1958] \t [0.957 0.908]\n",
      "71 41     \t 57.483 11.962 \t 1.066 [1.0709 1.1297] \t [0.995 0.943]\n",
      "45 20     \t 28.173 0.336 \t 0.873 [0.8741 0.9222] \t [0.998 0.946]\n",
      "11 6     \t 22.405 2.742 \t 2.435 [2.6821 2.8289] \t [0.908 0.861]\n",
      "22 2     \t 16.445 1.59 \t 2.834 [3.2037 3.3942] \t [0.885 0.835]\n",
      "20 5     \t 60.797 1.114 \t 5.509 [6.1559 6.5178] \t [0.895 0.845]\n",
      "20 9     \t 31.424 66.185 \t 3.028 [3.0308 3.1946] \t [0.999 0.948]\n",
      "266 96     \t 63.424 83.72 \t 0.542 [0.5425 0.5736] \t [0.999 0.945]\n",
      "27 7     \t 47.031 23.355 \t 4.312 [4.3371 4.5795] \t [0.994 0.942]\n",
      "23 17     \t 39.408 0.839 \t 1.799 [1.8544 1.9607] \t [0.97  0.917]\n",
      "245 2     \t 89.48 61.057 \t 22.158 [22.6045 23.8777] \t [0.98  0.928]\n",
      "20 5     \t 69.639 0.116 \t 6.183 [6.6416 7.0228] \t [0.931 0.88 ]\n",
      "26 11     \t 16.983 1.3 \t 0.944 [0.9692 1.0238] \t [0.974 0.922]\n",
      "62 1     \t 6.042 10.659 \t 4.194 [4.2115 4.4448] \t [0.996 0.944]\n",
      "19 1     \t 25.34 4.797 \t 8.564 [ 9.6699 10.2317] \t [0.886 0.837]\n",
      "51 4     \t 38.242 9.343 \t 4.146 [4.2922 4.5402] \t [0.966 0.913]\n",
      "23 10     \t 36.856 5.404 \t 2.35 [2.4671 2.6026] \t [0.952 0.903]\n",
      "34 24     \t 54.678 0.116 \t 1.752 [1.762 1.865] \t [0.994 0.939]\n",
      "178 21     \t 18.07 2.103 \t 0.379 [0.3885 0.41  ] \t [0.976 0.925]\n",
      "51 10     \t 64.4 24.967 \t 3.798 [3.8446 4.0634] \t [0.988 0.935]\n",
      "191 12     \t 33.045 8.222 \t 1.216 [1.2286 1.2969] \t [0.99  0.938]\n",
      "47 6     \t 74.901 11.272 \t 5.519 [5.8643 6.1865] \t [0.941 0.892]\n",
      "41 25     \t 51.408 44.673 \t 1.745 [1.7629 1.8616] \t [0.99  0.937]\n",
      "14 10     \t 30.681 83.232 \t 2.842 [2.8622 3.025 ] \t [0.993 0.939]\n",
      "382 9     \t 12.129 0.642 \t 0.362 [0.3682 0.3897] \t [0.984 0.93 ]\n",
      "13 4     \t 82.465 2.907 \t 9.956 [11.2457 11.9084] \t [0.885 0.836]\n",
      "75 7     \t 14.469 8.68 \t 1.199 [1.2109 1.2784] \t [0.99  0.938]\n",
      "12 9     \t 3.449 1.192 \t 0.308 [0.3334 0.352 ] \t [0.923 0.874]\n",
      "452 13     \t 93.385 4.688 \t 2.034 [2.0723 2.1951] \t [0.982 0.927]\n",
      "37 4     \t 11.524 3.703 \t 1.411 [1.4965 1.5801] \t [0.943 0.893]\n",
      "22 5     \t 88.26 1.538 \t 7.732 [8.3631 8.8322] \t [0.925 0.875]\n",
      "97 12     \t 69.138 0.177 \t 2.153 [2.2535 2.3817] \t [0.955 0.904]\n",
      "24 12     \t 28.66 1.189 \t 1.536 [1.5778 1.6686] \t [0.974 0.921]\n",
      "26 17     \t 42.829 17.96 \t 2.034 [2.0616 2.1747] \t [0.986 0.935]\n",
      "12 3     \t 56.862 15.602 \t 10.251 [11.2852 11.9302] \t [0.908 0.859]\n",
      "61 16     \t 17.437 18.323 \t 0.82 [0.8204 0.8672] \t [0.999 0.945]\n",
      "48 4     \t 44.229 8.013 \t 4.512 [4.7164 4.986 ] \t [0.957 0.905]\n",
      "104 3     \t 29.095 81.803 \t 7.703 [7.7049 8.1315] \t [1.    0.947]\n",
      "19 14     \t 69.723 34.263 \t 4.177 [4.2563 4.4956] \t [0.981 0.929]\n",
      "30 18     \t 16.144 0.207 \t 0.631 [0.6404 0.6764] \t [0.986 0.933]\n",
      "28 17     \t 33.558 15.022 \t 1.567 [1.5806 1.6724] \t [0.991 0.937]\n",
      "30 11     \t 19.525 21.742 \t 1.396 [1.4089 1.4874] \t [0.991 0.939]\n",
      "32 3     \t 89.772 46.578 \t 16.154 [16.7063 17.6652] \t [0.967 0.914]\n",
      "12 3     \t 20.526 27.927 \t 5.146 [5.2711 5.5661] \t [0.976 0.925]\n",
      "114 16     \t 91.598 40.315 \t 3.313 [3.3862 3.5825] \t [0.978 0.925]\n",
      "18 11     \t 54.702 32.983 \t 3.986 [4.0433 4.2751] \t [0.986 0.932]\n",
      "113 45     \t 73.954 0.18 \t 0.99 [0.9997 1.0574] \t [0.991 0.937]\n",
      "10 7     \t 23.381 58.419 \t 3.045 [3.0604 3.2311] \t [0.995 0.942]\n",
      "15 4     \t 13.825 7.444 \t 2.202 [2.3178 2.4534] \t [0.95  0.897]\n",
      "81 15     \t 79.954 39.582 \t 3.303 [3.3666 3.5589] \t [0.981 0.928]\n",
      "141 15     \t 97.702 0.586 \t 2.359 [2.4423 2.5823] \t [0.966 0.914]\n",
      "15 7     \t 3.622 8.471 \t 0.453 [0.4568 0.4827] \t [0.991 0.938]\n",
      "100 61     \t 67.268 0.194 \t 0.812 [0.8157 0.8602] \t [0.996 0.944]\n",
      "115 20     \t 37.42 2.496 \t 0.866 [0.8756 0.922 ] \t [0.989 0.939]\n",
      "77 13     \t 51.609 20.958 \t 2.318 [2.326  2.4621] \t [0.996 0.941]\n",
      "14 8     \t 37.62 99.82 \t 4.242 [4.2506 4.4975] \t [0.998 0.943]\n",
      "32 10     \t 36.685 0.543 \t 1.905 [2.0348 2.1491] \t [0.936 0.886]\n",
      "43 21     \t 85.397 1.102 \t 2.63 [2.6953 2.8427] \t [0.976 0.925]\n",
      "25 11     \t 77.709 0.139 \t 4.184 [4.2912 4.5347] \t [0.975 0.923]\n",
      "695 37     \t 13.681 1.112 \t 0.131 [0.1317 0.1389] \t [0.993 0.942]\n",
      "205 13     \t 21.07 8.086 \t 0.806 [0.8114 0.8571] \t [0.994 0.941]\n",
      "20 1     \t 67.969 3.612 \t 16.952 [20.6245 21.9156] \t [0.822 0.773]\n",
      "12 5     \t 7.526 9.533 \t 1.197 [1.1996 1.2663] \t [0.998 0.945]\n",
      "86 28     \t 82.11 0.867 \t 1.617 [1.6399 1.7319] \t [0.986 0.934]\n",
      "10 6     \t 24.998 7.717 \t 3.001 [3.2345 3.4137] \t [0.928 0.879]\n",
      "20 14     \t 67.389 25.145 \t 3.904 [4.0156 4.2414] \t [0.972 0.921]\n",
      "426 268     \t 59.072 92.261 \t 0.2 [0.2007 0.2122] \t [0.995 0.941]\n",
      "54 12     \t 29.161 78.868 \t 2.073 [2.0795 2.1989] \t [0.997 0.943]\n",
      "11 4     \t 79.717 71.641 \t 14.616 [14.9736 15.8677] \t [0.976 0.921]\n",
      "48 36     \t 57.921 2.581 \t 1.31 [1.3111 1.3864] \t [0.999 0.945]\n",
      "29 21     \t 39.865 19.336 \t 1.608 [1.6148 1.7069] \t [0.996 0.942]\n",
      "59 1     \t 76.237 57.533 \t 39.582 [40.6645 42.9562] \t [0.973 0.921]\n",
      "51 1     \t 73.619 13.664 \t 21.6 [24.1796 25.6577] \t [0.893 0.842]\n",
      "31 9     \t 95.014 35.965 \t 6.682 [6.843  7.2267] \t [0.976 0.925]\n",
      "15 4     \t 24.962 0.774 \t 2.86 [3.2659 3.4535] \t [0.876 0.828]\n",
      "55 36     \t 48.487 7.15 \t 1.056 [1.0681 1.1281] \t [0.988 0.936]\n",
      "58 4     \t 93.287 15.749 \t 9.04 [ 9.6731 10.2319] \t [0.935 0.884]\n",
      "19 3     \t 96.792 2.002 \t 11.89 [13.2489 14.0418] \t [0.897 0.847]\n",
      "46 30     \t 21.98 59.055 \t 0.682 [0.6848 0.7248] \t [0.996 0.941]\n",
      "15 2     \t 75.137 13.855 \t 15.901 [17.6473 18.6868] \t [0.901 0.851]\n",
      "15 6     \t 30.435 0.231 \t 2.75 [3.0615 3.2361] \t [0.898 0.85 ]\n",
      "29 4     \t 3.859 0.294 \t 0.384 [0.4145 0.4381] \t [0.927 0.877]\n",
      "611 257     \t 61.12 0.84 \t 0.15 [0.1513 0.1598] \t [0.994 0.941]\n",
      "19 6     \t 22.776 2.267 \t 2.042 [2.1744 2.2967] \t [0.939 0.889]\n",
      "12 2     \t 11.526 3.85 \t 2.913 [3.0989 3.2811] \t [0.94  0.888]\n",
      "28 10     \t 26.261 11.545 \t 1.786 [1.8289 1.9339] \t [0.977 0.924]\n",
      "37 2     \t 8.836 10.9 \t 2.917 [3.0158 3.189 ] \t [0.967 0.915]\n",
      "37 3     \t 62.45 39.228 \t 11.714 [11.9916 12.7047] \t [0.977 0.922]\n",
      "91 27     \t 51.511 10.593 \t 1.158 [1.176  1.2431] \t [0.985 0.932]\n",
      "704 173     \t 78.601 13.857 \t 0.262 [0.2623 0.278 ] \t [0.999 0.943]\n",
      "946 17     \t 45.927 0.596 \t 0.633 [0.6427 0.6797] \t [0.985 0.932]\n",
      "117 24     \t 9.552 2.303 \t 0.223 [0.2252 0.2379] \t [0.992 0.939]\n",
      "26 15     \t 62.559 66.413 \t 3.523 [3.6173 3.8177] \t [0.974 0.923]\n",
      "64 12     \t 57.284 0.206 \t 2.055 [2.0669 2.1898] \t [0.994 0.939]\n",
      "14 6     \t 18.728 0.678 \t 1.776 [1.9547 2.0612] \t [0.908 0.862]\n",
      "18 3     \t 89.754 14.768 \t 13.524 [14.8207 15.677 ] \t [0.912 0.863]\n",
      "15 9     \t 81.79 78.501 \t 7.53 [7.6328 8.0711] \t [0.987 0.933]\n",
      "643 452     \t 78.524 82.675 \t 0.157 [0.1581 0.1675] \t [0.995 0.939]\n",
      "73 15     \t 33.314 0.119 \t 0.999 [1.0052 1.0599] \t [0.994 0.943]\n",
      "25 2     \t 40.914 8.398 \t 8.077 [8.7581 9.247 ] \t [0.922 0.873]\n",
      "30 7     \t 87.152 85.68 \t 8.975 [9.1548 9.6474] \t [0.98 0.93]\n",
      "68 10     \t 31.017 6.525 \t 1.538 [1.5601 1.652 ] \t [0.986 0.931]\n",
      "24 15     \t 32.762 63.78 \t 1.966 [1.9822 2.0898] \t [0.992 0.941]\n",
      "14 5     \t 23.145 85.631 \t 4.141 [4.1795 4.4086] \t [0.991 0.939]\n",
      "26 13     \t 15.787 16.922 \t 0.999 [1.0197 1.0771] \t [0.979 0.927]\n",
      "75 17     \t 6.752 0.647 \t 0.204 [0.2113 0.2231] \t [0.965 0.914]\n",
      "19 5     \t 58.448 28.175 \t 7.362 [7.5764 8.013 ] \t [0.972 0.919]\n",
      "49 17     \t 47.494 2.707 \t 1.605 [1.6754 1.7708] \t [0.958 0.907]\n",
      "32 25     \t 55.138 7.863 \t 1.841 [1.8498 1.9519] \t [0.995 0.943]\n",
      "118 6     \t 61.28 19.931 \t 4.598 [4.7041 4.9694] \t [0.978 0.925]\n",
      "57 17     \t 27.178 10.566 \t 1.044 [1.0521 1.1129] \t [0.992 0.938]\n",
      "31 7     \t 49.139 7.185 \t 3.598 [3.7012 3.919 ] \t [0.972 0.918]\n",
      "82 55     \t 61.351 4.192 \t 0.875 [0.8768 0.9259] \t [0.998 0.945]\n",
      "36 10     \t 36.35 95.281 \t 3.122 [3.1469 3.3254] \t [0.992 0.939]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "17 13     \t 36.834 55.52 \t 2.572 [2.5992 2.7425] \t [0.99  0.938]\n",
      "81 21     \t 49.756 58.186 \t 1.818 [1.8486 1.9567] \t [0.983 0.929]\n",
      "24 13     \t 86.606 0.163 \t 4.365 [4.524  4.7787] \t [0.965 0.913]\n",
      "10 7     \t 8.876 16.484 \t 1.131 [1.1492 1.216 ] \t [0.984 0.93 ]\n",
      "19 14     \t 60.669 1.605 \t 3.318 [3.459  3.6531] \t [0.959 0.908]\n",
      "14 8     \t 89.049 0.197 \t 7.16 [7.7448 8.1998] \t [0.924 0.873]\n",
      "22 7     \t 52.33 40.146 \t 5.365 [5.3891 5.6913] \t [0.995 0.943]\n",
      "74 21     \t 90.928 16.344 \t 2.541 [2.5537 2.6968] \t [0.995 0.942]\n",
      "33 20     \t 84.382 66.063 \t 3.526 [3.537  3.7451] \t [0.997 0.942]\n",
      "11 2     \t 53.647 37.694 \t 16.584 [17.3685 18.3448] \t [0.955 0.904]\n",
      "23 8     \t 85.945 3.067 \t 5.812 [6.1971 6.552 ] \t [0.938 0.887]\n",
      "15 8     \t 37.873 5.535 \t 3.18 [3.3694 3.5628] \t [0.944 0.893]\n",
      "14 1     \t 79.092 26.658 \t 33.696 [36.1838 38.2952] \t [0.931 0.88 ]\n",
      "144 2     \t 64.019 8.213 \t 8.454 [9.3382 9.8836] \t [0.905 0.855]\n",
      "11 5     \t 33.065 0.167 \t 3.676 [4.1405 4.3899] \t [0.888 0.837]\n",
      "76 5     \t 50.689 75.881 \t 7.243 [7.2724 7.6722] \t [0.996 0.944]\n",
      "85 35     \t 38.081 0.622 \t 0.667 [0.6754 0.7148] \t [0.988 0.933]\n",
      "19 10     \t 79.877 94.527 \t 6.647 [6.8186 7.2246] \t [0.975 0.92 ]\n",
      "12 1     \t 14.475 17.135 \t 9.461 [ 9.8525 10.4105] \t [0.96  0.909]\n",
      "52 2     \t 5.872 2.989 \t 1.417 [1.4857 1.57  ] \t [0.954 0.903]\n",
      "22 2     \t 5.77 2.22 \t 1.388 [1.4332 1.5167] \t [0.968 0.915]\n",
      "64 33     \t 55.662 6.677 \t 1.189 [1.1894 1.2576] \t [0.999 0.945]\n",
      "16 9     \t 19.127 5.682 \t 1.545 [1.6281 1.7162] \t [0.949 0.9  ]\n",
      "16 11     \t 14.959 15.484 \t 1.173 [1.1851 1.2509] \t [0.99  0.937]\n",
      "72 1     \t 27.33 4.987 \t 7.658 [8.7233 9.2747] \t [0.878 0.826]\n",
      "11 2     \t 31.028 0.711 \t 5.656 [6.9058 7.3178] \t [0.819 0.773]\n",
      "12 1     \t 19.784 2.664 \t 6.594 [8.0854 8.5776] \t [0.816 0.769]\n",
      "14 9     \t 17.532 39.047 \t 1.758 [1.784  1.8828] \t [0.985 0.934]\n",
      "61 43     \t 66.463 3.205 \t 1.228 [1.2397 1.3085] \t [0.991 0.939]\n",
      "13 1     \t 35.192 0.232 \t 8.544 [10.9833 11.6667] \t [0.778 0.732]\n",
      "439 11     \t 81.118 32.531 \t 3.357 [3.3823 3.5816] \t [0.992 0.937]\n",
      "14 3     \t 21.32 5.516 \t 3.683 [4.0059 4.2281] \t [0.919 0.871]\n",
      "160 69     \t 33.32 9.277 \t 0.342 [0.3452 0.3657] \t [0.991 0.936]\n",
      "16 11     \t 18.961 6.464 \t 1.364 [1.4129 1.4921] \t [0.965 0.914]\n",
      "22 2     \t 48.382 24.165 \t 12.596 [12.9735 13.7329] \t [0.971 0.917]\n",
      "32 15     \t 29.192 4.431 \t 1.304 [1.3192 1.3931] \t [0.989 0.936]\n",
      "53 3     \t 8.403 0.424 \t 0.826 [0.8904 0.9425] \t [0.927 0.876]\n",
      "25 9     \t 71.844 81.387 \t 6.25 [6.4203 6.778 ] \t [0.973 0.922]\n",
      "224 98     \t 16.804 5.707 \t 0.125 [0.1255 0.1326] \t [0.993 0.94 ]\n",
      "11 1     \t 3.829 3.149 \t 2.253 [2.3612 2.4946] \t [0.954 0.903]\n",
      "144 6     \t 24.458 11.744 \t 2.03 [2.0319 2.142 ] \t [0.999 0.948]\n",
      "26 5     \t 19.292 1.782 \t 1.753 [1.8787 1.9852] \t [0.933 0.883]\n",
      "20 6     \t 2.025 0.413 \t 0.192 [0.1994 0.2107] \t [0.965 0.914]\n",
      "1852 391     \t 10.975 74.724 \t 0.026 [0.0264 0.0278] \t [0.994 0.941]\n",
      "34 19     \t 75.504 1.392 \t 2.722 [2.7738 2.9344] \t [0.981 0.928]\n",
      "37 10     \t 99.017 76.928 \t 7.029 [7.1348 7.5298] \t [0.985 0.933]\n",
      "181 45     \t 2.001 1.201 \t 0.03 [0.0306 0.0323] \t [0.997 0.943]\n",
      "24 5     \t 99.595 1.101 \t 8.4 [8.9852 9.4883] \t [0.935 0.885]\n",
      "23 17     \t 9.146 8.235 \t 0.473 [0.4808 0.5075] \t [0.984 0.932]\n",
      "31 8     \t 39.567 46.195 \t 3.733 [3.8225 4.0301] \t [0.977 0.926]\n",
      "14 3     \t 17.096 24.46 \t 4.277 [4.3576 4.5985] \t [0.981 0.93 ]\n",
      "15 9     \t 58.153 96.446 \t 5.645 [5.7154 6.0379] \t [0.988 0.935]\n",
      "69 11     \t 74.836 23.615 \t 3.716 [3.792  4.0109] \t [0.98  0.926]\n",
      "11 1     \t 55.832 28.346 \t 28.058 [29.9704 31.6173] \t [0.936 0.887]\n",
      "20 12     \t 95.01 22.856 \t 5.883 [6.0484 6.3916] \t [0.973 0.92 ]\n",
      "12 6     \t 18.168 78.031 \t 2.792 [2.7966 2.9518] \t [0.999 0.946]\n",
      "10 3     \t 79.899 8.196 \t 13.151 [14.8121 15.6382] \t [0.888 0.841]\n",
      "78 23     \t 40.999 1.606 \t 0.963 [0.9729 1.0324] \t [0.99  0.933]\n",
      "152 1     \t 53.766 45.382 \t 28.264 [28.787  30.4046] \t [0.982 0.93 ]\n",
      "17 12     \t 10.56 3.62 \t 0.706 [0.7395 0.7806] \t [0.955 0.904]\n",
      "63 39     \t 80.813 29.34 \t 1.667 [1.6683 1.7589] \t [0.999 0.948]\n",
      "63 7     \t 18.71 2.378 \t 1.124 [1.167 1.233] \t [0.963 0.912]\n",
      "10 5     \t 30.801 31.097 \t 4.856 [4.9421 5.2251] \t [0.983 0.929]\n",
      "49 18     \t 37.501 0.529 \t 1.189 [1.2249 1.2947] \t [0.971 0.919]\n",
      "16 9     \t 31.16 65.434 \t 3.066 [3.1052 3.2756] \t [0.988 0.936]\n",
      "10 6     \t 17.954 25.898 \t 2.544 [2.5659 2.7151] \t [0.991 0.937]\n",
      "21 7     \t 88.619 33.959 \t 8.174 [8.353  8.8529] \t [0.979 0.923]\n",
      "17 7     \t 32.393 31.155 \t 3.575 [3.6217 3.8172] \t [0.987 0.937]\n",
      "51 38     \t 37.144 54.707 \t 0.9 [0.9039 0.957 ] \t [0.996 0.941]\n",
      "22 3     \t 67.425 45.72 \t 13.62 [14.159  14.9772] \t [0.962 0.909]\n",
      "262 8     \t 13.569 7.084 \t 0.853 [0.8537 0.9029] \t [0.999 0.944]\n",
      "17 3     \t 69.559 25.015 \t 12.422 [13.4263 14.1909] \t [0.925 0.875]\n",
      "147 61     \t 0.641 45.766 \t 0.01 [0.0106 0.0112] \t [0.989 0.936]\n",
      "16 12     \t 55.194 7.536 \t 3.613 [3.865  4.0816] \t [0.935 0.885]\n",
      "20 3     \t 67.571 53.295 \t 14.333 [14.549  15.3873] \t [0.985 0.931]\n",
      "17 11     \t 73.719 3.478 \t 4.781 [5.0986 5.3888] \t [0.938 0.887]\n",
      "12 5     \t 97.894 30.377 \t 12.636 [13.6018 14.3367] \t [0.929 0.881]\n",
      "13 3     \t 64.913 47.562 \t 14.191 [14.565 15.401] \t [0.974 0.921]\n",
      "255 113     \t 25.812 35.169 \t 0.194 [0.1942 0.205 ] \t [0.996 0.944]\n",
      "27 4     \t 51.785 32.575 \t 7.867 [8.0479 8.5057] \t [0.978 0.925]\n",
      "24 17     \t 65.245 7.1 \t 2.99 [3.064  3.2436] \t [0.976 0.922]\n",
      "12 4     \t 53.609 37.972 \t 9.31 [ 9.7097 10.2695] \t [0.959 0.907]\n",
      "14 3     \t 99.243 32.858 \t 18.011 [19.2247 20.3509] \t [0.937 0.885]\n",
      "27 10     \t 29.035 10.515 \t 1.939 [1.9703 2.0794] \t [0.984 0.932]\n",
      "219 23     \t 4.291 64.528 \t 0.179 [0.1798 0.1896] \t [0.996 0.945]\n",
      "355 15     \t 21.264 29.989 \t 0.991 [0.9984 1.0582] \t [0.992 0.936]\n",
      "16 3     \t 6.435 1.935 \t 1.116 [1.1693 1.2371] \t [0.955 0.902]\n",
      "32 8     \t 13.061 3.368 \t 0.936 [0.9572 1.0157] \t [0.977 0.921]\n",
      "25 3     \t 34.513 67.804 \t 8.886 [8.9426 9.4799] \t [0.994 0.937]\n",
      "75 31     \t 33.614 77.683 \t 0.955 [0.9603 1.0167] \t [0.995 0.94 ]\n",
      "42 5     \t 29.581 0.7 \t 2.126 [2.2771 2.4086] \t [0.934 0.883]\n",
      "19 6     \t 79.229 20.522 \t 7.878 [8.0759 8.5333] \t [0.975 0.923]\n",
      "10 5     \t 1.029 0.298 \t 0.138 [0.1482 0.1565] \t [0.931 0.882]\n",
      "10 1     \t 52.94 10.202 \t 19.974 [23.3894 24.7178] \t [0.854 0.808]\n",
      "56 9     \t 68.781 14.163 \t 3.834 [3.92   4.1403] \t [0.978 0.926]\n",
      "21 2     \t 3.699 1.452 \t 0.9 [0.9574 1.0127] \t [0.94  0.889]\n",
      "16 1     \t 31.676 5.917 \t 10.953 [12.3121 13.0665] \t [0.89  0.838]\n",
      "20 4     \t 41.68 0.956 \t 4.301 [4.8078 5.0872] \t [0.895 0.845]\n",
      "76 49     \t 90.452 42.021 \t 1.534 [1.5493 1.6366] \t [0.99  0.937]\n",
      "12 6     \t 59.885 83.232 \t 8.262 [8.5004 8.9831] \t [0.972 0.92 ]\n",
      "34 22     \t 29.955 20.447 \t 1.146 [1.1534 1.2211] \t [0.993 0.938]\n",
      "16 3     \t 91.599 82.139 \t 20.493 [21.1921 22.4333] \t [0.967 0.914]\n",
      "16 5     \t 72.244 0.378 \t 6.981 [7.6781 8.1346] \t [0.909 0.858]\n",
      "41 26     \t 74.773 0.91 \t 2.113 [2.177  2.3043] \t [0.971 0.917]\n",
      "17 12     \t 70.464 98.446 \t 5.222 [5.3566 5.6486] \t [0.975 0.924]\n",
      "12 1     \t 53.072 36.745 \t 29.35 [30.7545 32.4991] \t [0.954 0.903]\n",
      "52 13     \t 68.994 0.093 \t 2.54 [2.6232 2.7715] \t [0.968 0.917]\n",
      "306 222     \t 75.138 14.379 \t 0.286 [0.2876 0.304 ] \t [0.995 0.942]\n",
      "31 16     \t 72.689 42.19 \t 3.535 [3.6329 3.826 ] \t [0.973 0.924]\n",
      "93 50     \t 95.054 0.102 \t 1.312 [1.3154 1.3916] \t [0.997 0.943]\n",
      "772 403     \t 0.78 32.245 \t 0.002 [0.0019 0.0021] \t [0.992 0.937]\n",
      "12 5     \t 5.059 2.64 \t 0.703 [0.7464 0.7889] \t [0.942 0.891]\n",
      "15 3     \t 11.972 8.769 \t 2.573 [2.7502 2.914 ] \t [0.936 0.883]\n",
      "102 39     \t 3.495 4.823 \t 0.074 [0.075  0.0792] \t [0.989 0.937]\n",
      "54 6     \t 86.935 5.463 \t 5.525 [5.8453 6.1867] \t [0.945 0.893]\n",
      "16 5     \t 65.878 1.759 \t 6.509 [7.3062 7.7259] \t [0.891 0.842]\n",
      "89 3     \t 91.138 28.339 \t 12.415 [12.9474 13.6855] \t [0.959 0.907]\n",
      "14 3     \t 54.706 40.506 \t 11.882 [12.1166 12.8232] \t [0.981 0.927]\n",
      "117 86     \t 63.938 47.011 \t 0.664 [0.6683 0.7061] \t [0.993 0.94 ]\n",
      "403 8     \t 19.564 3.324 \t 0.813 [0.8366 0.8838] \t [0.972 0.92 ]\n",
      "39 4     \t 31.585 2.881 \t 2.98 [3.1952 3.38  ] \t [0.933 0.882]\n",
      "16 8     \t 30.354 25.377 \t 2.983 [3.0357 3.2007] \t [0.982 0.932]\n",
      "20 14     \t 13.735 5.483 \t 0.799 [0.8312 0.8785] \t [0.962 0.91 ]\n",
      "22 1     \t 31.254 36.021 \t 19.694 [20.0963 21.2511] \t [0.98  0.927]\n",
      "11 4     \t 83.197 0.17 \t 10.292 [12.1186 12.8066] \t [0.849 0.804]\n",
      "15 10     \t 54.125 91.508 \t 4.816 [4.9429 5.2226] \t [0.974 0.922]\n",
      "734 532     \t 56.947 3.114 \t 0.089 [0.0887 0.0936] \t [0.999 0.946]\n",
      "165 6     \t 69.152 21.667 \t 4.926 [4.9927 5.291 ] \t [0.987 0.931]\n",
      "25 17     \t 1.127 1.42 \t 0.059 [0.0592 0.0626] \t [0.991 0.938]\n",
      "12 1     \t 36.893 25.0 \t 20.257 [21.5292 22.8082] \t [0.941 0.888]\n",
      "15 6     \t 15.292 4.156 \t 1.624 [1.7418 1.8421] \t [0.932 0.882]\n",
      "73 27     \t 51.239 16.036 \t 1.284 [1.2961 1.3733] \t [0.991 0.935]\n",
      "272 179     \t 2.204 1.248 \t 0.011 [0.0106 0.0112] \t [0.995 0.943]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "39 16     \t 71.833 21.746 \t 3.07 [3.1314 3.3076] \t [0.98  0.928]\n",
      "269 31     \t 31.675 44.417 \t 0.757 [0.7621 0.8048] \t [0.993 0.94 ]\n",
      "645 15     \t 70.442 0.316 \t 1.127 [1.1614 1.2282] \t [0.971 0.918]\n",
      "19 9     \t 81.484 53.153 \t 6.863 [7.1885 7.5862] \t [0.955 0.905]\n",
      "13 1     \t 16.591 41.914 \t 13.005 [13.0106 13.73  ] \t [1.    0.947]\n",
      "10 1     \t 48.281 17.711 \t 22.046 [24.1665 25.5072] \t [0.912 0.864]\n",
      "32 1     \t 21.479 1.297 \t 4.942 [5.8443 6.2238] \t [0.846 0.794]\n",
      "82 22     \t 28.464 0.31 \t 0.657 [0.661  0.6985] \t [0.994 0.941]\n",
      "19 10     \t 87.338 6.557 \t 5.756 [6.0216 6.3704] \t [0.956 0.903]\n",
      "25 10     \t 30.205 21.346 \t 2.25 [2.3223 2.4546] \t [0.969 0.917]\n",
      "51 1     \t 67.881 15.635 \t 21.66 [23.8757 25.3031] \t [0.907 0.856]\n",
      "11 7     \t 26.875 25.761 \t 3.178 [3.2566 3.4359] \t [0.976 0.925]\n",
      "12 1     \t 50.734 40.462 \t 29.384 [30.3131 32.1649] \t [0.969 0.914]\n",
      "224 140     \t 40.59 50.118 \t 0.258 [0.2592 0.2734] \t [0.995 0.943]\n",
      "465 288     \t 7.522 3.758 \t 0.022 [0.0218 0.023 ] \t [1.    0.947]\n",
      "28 21     \t 9.572 6.715 \t 0.399 [0.4008 0.4246] \t [0.995 0.939]\n",
      "251 113     \t 95.906 0.936 \t 0.549 [0.5509 0.5817] \t [0.997 0.944]\n",
      "80 8     \t 25.032 34.277 \t 2.256 [2.2691 2.4027] \t [0.994 0.939]\n",
      "28 10     \t 52.806 83.411 \t 4.338 [4.3844 4.6321] \t [0.989 0.937]\n",
      "26 1     \t 61.801 2.975 \t 14.304 [17.7242 18.7925] \t [0.807 0.761]\n",
      "30 8     \t 97.905 10.753 \t 6.439 [6.7755 7.1642] \t [0.95  0.899]\n",
      "22 13     \t 53.33 0.259 \t 2.798 [3.0283 3.1961] \t [0.924 0.876]\n",
      "129 25     \t 11.53 0.385 \t 0.214 [0.2206 0.233 ] \t [0.972 0.92 ]\n",
      "34 1     \t 59.654 6.541 \t 15.603 [17.9593 19.0654] \t [0.869 0.818]\n",
      "10 2     \t 2.489 0.696 \t 0.623 [0.6833 0.7222] \t [0.912 0.863]\n",
      "241 11     \t 47.402 6.439 \t 1.561 [1.5946 1.6874] \t [0.979 0.925]\n",
      "853 108     \t 58.154 15.271 \t 0.281 [0.2823 0.2986] \t [0.995 0.941]\n",
      "236 57     \t 3.525 0.13 \t 0.032 [0.0317 0.0334] \t [0.998 0.948]\n",
      "49 3     \t 16.53 2.091 \t 1.915 [1.9891 2.1003] \t [0.963 0.912]\n",
      "19 6     \t 60.239 92.065 \t 8.023 [8.0835 8.533 ] \t [0.993 0.94 ]\n",
      "149 1     \t 36.635 18.157 \t 15.224 [15.9016 16.7978] \t [0.957 0.906]\n",
      "17 7     \t 81.332 39.58 \t 8.131 [8.4027 8.8959] \t [0.968 0.914]\n",
      "240 24     \t 35.07 0.282 \t 0.53 [0.5405 0.5713] \t [0.981 0.928]\n",
      "17 9     \t 32.082 17.367 \t 2.707 [2.8059 2.9645] \t [0.965 0.913]\n",
      "27 10     \t 36.114 1.785 \t 2.054 [2.1149 2.2329] \t [0.971 0.92 ]\n",
      "13 3     \t 16.02 15.279 \t 3.71 [3.8553 4.0811] \t [0.962 0.909]\n",
      "10 5     \t 10.708 17.264 \t 1.793 [1.8352 1.9396] \t [0.977 0.924]\n",
      "21 2     \t 20.884 9.473 \t 5.308 [5.6761 6.0008] \t [0.935 0.885]\n",
      "17 9     \t 90.777 2.548 \t 6.447 [6.9935 7.3984] \t [0.922 0.871]\n",
      "30 11     \t 45.273 0.948 \t 2.298 [2.3723 2.5098] \t [0.969 0.915]\n",
      "18 10     \t 86.243 14.498 \t 6.028 [6.3354 6.6818] \t [0.952 0.902]\n",
      "11 6     \t 75.304 3.943 \t 7.893 [8.7798 9.2696] \t [0.899 0.851]\n",
      "37 10     \t 75.655 1.744 \t 3.753 [3.9802 4.2107] \t [0.943 0.891]\n",
      "1056 291     \t 1.326 64.388 \t 0.005 [0.0045 0.0048] \t [0.993 0.94 ]\n",
      "42 11     \t 44.093 5.989 \t 2.179 [2.278  2.4028] \t [0.957 0.907]\n",
      "13 2     \t 20.294 52.456 \t 8.255 [8.3869 8.8593] \t [0.984 0.932]\n",
      "334 253     \t 0.726 0.668 \t 0.003 [0.0026 0.0028] \t [0.998 0.946]\n",
      "71 48     \t 69.237 59.119 \t 1.264 [1.2653 1.3371] \t [0.999 0.945]\n",
      "15 5     \t 70.728 0.629 \t 7.025 [7.8236 8.2628] \t [0.898 0.85 ]\n",
      "843 530     \t 29.424 6.035 \t 0.044 [0.0447 0.0472] \t [0.994 0.943]\n",
      "20 6     \t 19.512 3.266 \t 1.811 [1.9347 2.0438] \t [0.936 0.886]\n",
      "46 1     \t 43.102 1.076 \t 8.057 [10.0225 10.6836] \t [0.804 0.754]\n",
      "35 16     \t 15.829 7.006 \t 0.726 [0.7261 0.7675] \t [1.    0.946]\n",
      "22 7     \t 17.331 44.964 \t 2.132 [2.148  2.2695] \t [0.993 0.939]\n",
      "32 19     \t 39.108 1.402 \t 1.459 [1.4907 1.5784] \t [0.979 0.925]\n",
      "35 4     \t 92.82 16.36 \t 10.023 [10.5767 11.183 ] \t [0.948 0.896]\n",
      "191 4     \t 64.038 8.077 \t 4.736 [5.1026 5.3902] \t [0.928 0.879]\n",
      "12 9     \t 64.822 36.101 \t 5.976 [6.2377 6.5938] \t [0.958 0.906]\n",
      "31 17     \t 15.638 1.857 \t 0.648 [0.6596 0.696 ] \t [0.983 0.931]\n",
      "16 2     \t 76.052 8.505 \t 14.445 [16.1833 17.1038] \t [0.893 0.845]\n",
      "13 9     \t 46.05 41.141 \t 4.328 [4.4825 4.755 ] \t [0.965 0.91 ]\n",
      "32 1     \t 26.794 25.505 \t 15.587 [16.0318 16.9613] \t [0.972 0.919]\n",
      "10 4     \t 6.223 17.478 \t 1.356 [1.3773 1.4533] \t [0.985 0.933]\n",
      "12 3     \t 21.678 4.19 \t 3.683 [4.0298 4.2626] \t [0.914 0.864]\n",
      "20 7     \t 67.4 2.78 \t 5.186 [5.5672 5.8773] \t [0.932 0.882]\n",
      "29 17     \t 16.503 5.747 \t 0.748 [0.7676 0.8103] \t [0.974 0.923]\n",
      "30 18     \t 98.702 68.531 \t 4.512 [4.5335 4.7986] \t [0.995 0.94 ]\n",
      "12 6     \t 73.794 14.309 \t 8.058 [8.7345 9.2301] \t [0.923 0.873]\n",
      "131 5     \t 6.287 1.872 \t 0.528 [0.5441 0.5755] \t [0.97  0.917]\n",
      "60 6     \t 60.178 9.792 \t 4.261 [4.3814 4.6286] \t [0.973 0.921]\n",
      "392 11     \t 38.106 7.877 \t 1.292 [1.3268 1.4001] \t [0.974 0.923]\n",
      "73 2     \t 87.529 37.539 \t 19.274 [20.1731 21.3787] \t [0.955 0.902]\n",
      "158 34     \t 51.427 2.081 \t 0.74 [0.7406 0.7836] \t [0.999 0.944]\n",
      "30 18     \t 19.558 1.068 \t 0.777 [0.7987 0.8454] \t [0.973 0.92 ]\n",
      "21 14     \t 5.486 5.431 \t 0.337 [0.3391 0.3583] \t [0.995 0.942]\n",
      "12 4     \t 66.1 11.988 \t 9.228 [ 9.9159 10.4837] \t [0.931 0.88 ]\n",
      "13 1     \t 60.111 2.283 \t 15.969 [20.4771 21.7536] \t [0.78  0.734]\n",
      "43 17     \t 36.953 0.631 \t 1.278 [1.2988 1.3708] \t [0.984 0.932]\n",
      "32 6     \t 20.041 9.631 \t 2.004 [2.0256 2.1443] \t [0.989 0.934]\n",
      "31 3     \t 81.028 32.379 \t 13.579 [14.0834 14.892 ] \t [0.964 0.912]\n",
      "23 9     \t 64.275 44.021 \t 5.256 [5.3678 5.6714] \t [0.979 0.927]\n",
      "610 315     \t 1.665 5.488 \t 0.005 [0.0049 0.0052] \t [0.997 0.942]\n",
      "22 5     \t 28.216 25.017 \t 3.933 [4.0246 4.2557] \t [0.977 0.924]\n",
      "12 5     \t 82.947 9.286 \t 9.658 [10.7945 11.4282] \t [0.895 0.845]\n",
      "30 14     \t 13.109 0.402 \t 0.588 [0.6058 0.6396] \t [0.97  0.919]\n",
      "28 7     \t 40.517 14.334 \t 3.47 [3.5884 3.7846] \t [0.967 0.917]\n",
      "59 44     \t 53.12 1.767 \t 0.984 [0.9922 1.0487] \t [0.992 0.938]\n",
      "19 1     \t 18.372 2.221 \t 5.467 [6.2686 6.6341] \t [0.872 0.824]\n",
      "68 7     \t 0.393 61.627 \t 0.056 [0.0567 0.0598] \t [0.987 0.935]\n",
      "38 7     \t 49.913 1.383 \t 3.041 [3.1967 3.3857] \t [0.951 0.898]\n",
      "57 9     \t 39.046 0.41 \t 1.748 [1.8435 1.9538] \t [0.948 0.895]\n",
      "105 4     \t 22.092 13.592 \t 2.927 [2.946  3.1207] \t [0.994 0.938]\n",
      "30 1     \t 45.009 15.296 \t 17.694 [18.645  19.7039] \t [0.949 0.898]\n",
      "21 1     \t 20.958 29.332 \t 14.028 [14.1571 14.9526] \t [0.991 0.938]\n",
      "10 3     \t 80.317 94.808 \t 19.919 [20.4071 21.5749] \t [0.976 0.923]\n",
      "14 9     \t 32.026 0.993 \t 2.47 [2.716  2.8703] \t [0.91  0.861]\n",
      "10 6     \t 2.031 7.353 \t 0.312 [0.3134 0.3311] \t [0.994 0.941]\n",
      "11 4     \t 78.127 89.47 \t 14.923 [15.2341 16.0745] \t [0.98  0.928]\n",
      "23 16     \t 53.263 14.04 \t 2.658 [2.8207 2.978 ] \t [0.942 0.893]\n",
      "105 80     \t 18.065 0.84 \t 0.189 [0.1917 0.2023] \t [0.986 0.934]\n",
      "142 6     \t 29.819 25.427 \t 2.98 [3.0014 3.1778] \t [0.993 0.938]\n",
      "10 1     \t 67.716 94.829 \t 46.764 [47.2622 49.9963] \t [0.989 0.935]\n",
      "22 12     \t 20.967 0.571 \t 1.157 [1.253  1.3242] \t [0.923 0.873]\n",
      "1620 33     \t 37.635 3.912 \t 0.352 [0.3518 0.3719] \t [1.    0.946]\n",
      "21 14     \t 31.288 6.581 \t 1.725 [1.7932 1.897 ] \t [0.962 0.909]\n",
      "65 38     \t 47.113 16.715 \t 0.977 [0.9801 1.0358] \t [0.997 0.943]\n",
      "168 34     \t 9.406 23.963 \t 0.234 [0.2352 0.2485] \t [0.997 0.943]\n",
      "13 3     \t 56.957 59.483 \t 13.447 [13.8056 14.6056] \t [0.974 0.921]\n",
      "13 8     \t 14.035 7.026 \t 1.361 [1.4131 1.492 ] \t [0.963 0.912]\n",
      "562 85     \t 2.28 0.479 \t 0.014 [0.014  0.0148] \t [0.998 0.944]\n",
      "12 1     \t 8.207 4.341 \t 4.146 [4.2679 4.5174] \t [0.972 0.918]\n",
      "21 3     \t 18.724 30.976 \t 4.699 [4.75   5.0106] \t [0.989 0.938]\n",
      "12 7     \t 46.661 2.205 \t 4.365 [4.7974 5.0671] \t [0.91  0.862]\n",
      "32 16     \t 7.911 1.089 \t 0.338 [0.3492 0.3687] \t [0.968 0.917]\n",
      "46 33     \t 12.377 1.111 \t 0.301 [0.3076 0.3244] \t [0.979 0.928]\n",
      "26 15     \t 92.059 0.823 \t 4.19 [4.3317 4.5892] \t [0.967 0.913]\n",
      "16 10     \t 73.052 5.748 \t 5.159 [5.3969 5.7059] \t [0.956 0.904]\n",
      "27 20     \t 38.392 1.028 \t 1.508 [1.5764 1.664 ] \t [0.957 0.906]\n",
      "63 26     \t 68.25 1.603 \t 1.604 [1.6291 1.7227] \t [0.985 0.931]\n",
      "19 5     \t 31.758 2.222 \t 3.094 [3.3538 3.5479] \t [0.923 0.872]\n",
      "24 1     \t 37.821 23.598 \t 19.163 [20.1557 21.3738] \t [0.951 0.897]\n",
      "10 3     \t 33.352 35.984 \t 8.133 [8.6235 9.113 ] \t [0.943 0.892]\n",
      "42 16     \t 86.562 46.167 \t 3.894 [3.9807 4.2095] \t [0.978 0.925]\n",
      "52 21     \t 28.55 1.213 \t 0.827 [0.8328 0.879 ] \t [0.993 0.941]\n",
      "27 7     \t 91.974 37.219 \t 8.125 [8.3337 8.8075] \t [0.975 0.923]\n",
      "650 350     \t 27.2 77.53 \t 0.072 [0.0718 0.0758] \t [0.998 0.947]\n",
      "26 9     \t 91.532 0.549 \t 5.406 [5.6159 5.9257] \t [0.963 0.912]\n",
      "22 8     \t 21.399 7.284 \t 1.745 [1.787  1.8878] \t [0.976 0.924]\n",
      "41 2     \t 58.597 8.678 \t 9.757 [10.8088 11.4453] \t [0.903 0.852]\n",
      "98 54     \t 59.477 10.316 \t 0.819 [0.8337 0.881 ] \t [0.982 0.929]\n",
      "30 4     \t 90.249 33.215 \t 11.82 [11.9876 12.6705] \t [0.986 0.933]\n",
      "14 8     \t 33.009 25.67 \t 3.296 [3.4052 3.5898] \t [0.968 0.918]\n",
      "939 207     \t 21.326 0.432 \t 0.051 [0.0508 0.0537] \t [1.    0.946]\n",
      "1106 155     \t 35.12 1.464 \t 0.098 [0.0986 0.1044] \t [0.998 0.942]\n",
      "46 35     \t 99.571 2.977 \t 2.324 [2.3585 2.4849] \t [0.985 0.935]\n",
      "52 26     \t 64.416 12.119 \t 1.758 [1.7601 1.8582] \t [0.999 0.946]\n",
      "23 1     \t 87.363 24.804 \t 33.017 [36.7776 38.8651] \t [0.898 0.85 ]\n",
      "216 30     \t 6.137 0.952 \t 0.098 [0.0984 0.1042] \t [1.    0.944]\n",
      "20 12     \t 65.63 10.988 \t 3.976 [4.0547 4.2851] \t [0.98  0.928]\n",
      "10 5     \t 13.73 14.858 \t 2.185 [2.2214 2.3466] \t [0.984 0.931]\n",
      "24 9     \t 16.208 7.642 \t 1.245 [1.2511 1.3242] \t [0.995 0.94 ]\n",
      "13 8     \t 82.254 57.444 \t 8.244 [8.4269 8.9048] \t [0.978 0.926]\n",
      "10 6     \t 75.249 10.024 \t 8.49 [ 9.5312 10.0503] \t [0.891 0.845]\n",
      "18 14     \t 97.216 3.661 \t 5.473 [5.6881 6.0047] \t [0.962 0.911]\n",
      "35 15     \t 71.174 8.618 \t 3.039 [3.1167 3.2978] \t [0.975 0.921]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "14 5     \t 61.533 56.68 \t 9.136 [ 9.4607 10.0001] \t [0.966 0.914]\n",
      "32 12     \t 61.073 91.174 \t 4.185 [4.1857 4.425 ] \t [1.    0.946]\n",
      "64 1     \t 5.365 10.765 \t 3.854 [3.9169 4.1437] \t [0.984 0.93 ]\n",
      "253 110     \t 28.399 14.886 \t 0.196 [0.1973 0.208 ] \t [0.994 0.943]\n",
      "2328 461     \t 6.281 40.651 \t 0.013 [0.0128 0.0135] \t [0.991 0.936]\n",
      "406 128     \t 23.821 3.06 \t 0.112 [0.1131 0.1196] \t [0.994 0.94 ]\n",
      "684 258     \t 50.835 9.878 \t 0.131 [0.1309 0.1385] \t [0.999 0.945]\n",
      "19 7     \t 24.38 14.233 \t 2.449 [2.4651 2.6014] \t [0.994 0.942]\n",
      "21 9     \t 13.546 2.903 \t 0.98 [1.0089 1.0668] \t [0.971 0.918]\n",
      "33 26     \t 62.123 95.759 \t 2.217 [2.2185 2.348 ] \t [0.999 0.944]\n",
      "15 4     \t 66.868 12.525 \t 8.854 [ 9.6125 10.1712] \t [0.921 0.87 ]\n",
      "14 7     \t 39.515 5.12 \t 3.64 [3.911  4.1242] \t [0.931 0.883]\n",
      "40 8     \t 23.049 2.486 \t 1.391 [1.4695 1.5546] \t [0.947 0.895]\n",
      "45 8     \t 23.173 47.32 \t 2.335 [2.3418 2.4764] \t [0.997 0.943]\n",
      "19 8     \t 23.661 5.791 \t 1.926 [2.0273 2.1392] \t [0.95 0.9 ]\n",
      "23 16     \t 18.821 47.515 \t 1.091 [1.0945 1.1559] \t [0.997 0.944]\n",
      "10 3     \t 59.962 31.53 \t 12.676 [13.6979 14.4776] \t [0.925 0.876]\n",
      "38 2     \t 48.103 18.473 \t 10.833 [11.2787 11.9254] \t [0.96  0.908]\n",
      "92 29     \t 10.618 22.93 \t 0.313 [0.319  0.3369] \t [0.981 0.929]\n",
      "98 15     \t 85.302 3.218 \t 2.42 [2.4406 2.5787] \t [0.992 0.938]\n",
      "122 12     \t 33.508 0.239 \t 0.979 [0.9877 1.0434] \t [0.991 0.938]\n",
      "70 2     \t 62.212 22.196 \t 12.824 [13.3753 14.1295] \t [0.959 0.908]\n",
      "16 3     \t 67.337 12.727 \t 10.672 [11.4295 12.097 ] \t [0.934 0.882]\n",
      "16 12     \t 85.5 2.035 \t 5.429 [5.8222 6.1595] \t [0.932 0.881]\n",
      "60 45     \t 43.775 23.242 \t 0.853 [0.8598 0.9105] \t [0.992 0.937]\n",
      "21 6     \t 22.771 12.523 \t 2.507 [2.6124 2.7655] \t [0.96  0.907]\n",
      "23 2     \t 42.758 17.079 \t 10.342 [10.9051 11.5387] \t [0.948 0.896]\n",
      "16 4     \t 12.354 13.751 \t 2.258 [2.286 2.417] \t [0.988 0.934]\n",
      "28 22     \t 37.304 10.651 \t 1.443 [1.4661 1.5477] \t [0.984 0.932]\n",
      "17 9     \t 73.223 37.362 \t 6.138 [6.3043 6.6717] \t [0.974 0.92 ]\n",
      "52 30     \t 49.165 1.338 \t 1.165 [1.1825 1.2478] \t [0.985 0.934]\n",
      "39 21     \t 13.935 6.857 \t 0.517 [0.5181 0.5472] \t [0.999 0.945]\n",
      "36 22     \t 64.032 7.32 \t 2.162 [2.1828 2.3066] \t [0.99  0.937]\n",
      "111 3     \t 91.167 1.015 \t 6.716 [7.333  7.7644] \t [0.916 0.865]\n",
      "13 1     \t 75.82 54.82 \t 42.279 [44.8448 47.4806] \t [0.943 0.89 ]\n",
      "36 6     \t 79.84 0.159 \t 5.225 [5.6737 6.0198] \t [0.921 0.868]\n",
      "23 4     \t 35.054 4.174 \t 3.914 [4.1739 4.4107] \t [0.938 0.887]\n",
      "44 18     \t 56.239 40.995 \t 2.385 [2.4033 2.5397] \t [0.992 0.939]\n",
      "10 2     \t 54.263 85.431 \t 20.397 [21.2379 22.4152] \t [0.96 0.91]\n",
      "15 5     \t 17.976 0.512 \t 1.82 [1.969  2.0842] \t [0.924 0.873]\n",
      "11 1     \t 84.009 79.771 \t 51.69 [53.0561 56.1882] \t [0.974 0.92 ]\n",
      "14 7     \t 22.943 5.477 \t 2.216 [2.3607 2.4936] \t [0.939 0.889]\n",
      "2648 1039     \t 44.538 42.825 \t 0.034 [0.0345 0.0365] \t [0.996 0.942]\n",
      "10 7     \t 84.24 36.896 \t 9.449 [ 9.8354 10.381 ] \t [0.961 0.91 ]\n",
      "52 3     \t 72.143 0.951 \t 6.497 [7.3126 7.7431] \t [0.888 0.839]\n",
      "16 7     \t 97.303 41.051 \t 9.67 [ 9.766  10.3162] \t [0.99  0.937]\n",
      "10 3     \t 41.152 93.072 \t 11.37 [11.3824 12.0431] \t [0.999 0.944]\n",
      "15 5     \t 45.654 40.092 \t 6.662 [6.9273 7.3254] \t [0.962 0.909]\n",
      "10 6     \t 69.922 67.568 \t 9.484 [ 9.9173 10.497 ] \t [0.956 0.904]\n",
      "101 2     \t 86.263 79.266 \t 24.805 [24.8432 26.2788] \t [0.998 0.944]\n",
      "56 14     \t 52.591 23.114 \t 2.399 [2.4225 2.5592] \t [0.99  0.937]\n",
      "15 1     \t 14.466 0.887 \t 3.942 [4.7386 5.0301] \t [0.832 0.784]\n",
      "18 2     \t 0.396 12.225 \t 0.194 [0.1942 0.2052] \t [0.997 0.944]\n",
      "33 22     \t 87.753 28.693 \t 3.219 [3.2489 3.4355] \t [0.991 0.937]\n",
      "14 7     \t 78.814 80.077 \t 9.019 [9.1687 9.6803] \t [0.984 0.932]\n",
      "48 1     \t 24.736 35.764 \t 16.289 [16.4115 17.3549] \t [0.993 0.939]\n",
      "47 23     \t 31.754 5.673 \t 0.965 [0.9686 1.0233] \t [0.997 0.943]\n",
      "13 4     \t 32.647 11.751 \t 4.949 [5.2354 5.5275] \t [0.945 0.895]\n",
      "70 8     \t 0.227 0.541 \t 0.023 [0.0229 0.0243] \t [0.999 0.944]\n",
      "54 6     \t 36.087 3.656 \t 2.424 [2.5598 2.6988] \t [0.947 0.898]\n",
      "22 2     \t 86.167 58.168 \t 24.598 [25.394  26.8393] \t [0.969 0.917]\n",
      "29 3     \t 67.971 50.496 \t 13.692 [13.7426 14.4987] \t [0.996 0.944]\n",
      "11 1     \t 7.292 21.94 \t 5.928 [5.9746 6.3178] \t [0.992 0.938]\n",
      "24 4     \t 23.37 13.525 \t 3.531 [3.6555 3.8633] \t [0.966 0.914]\n",
      "28 16     \t 39.657 18.876 \t 1.941 [1.966  2.0774] \t [0.987 0.934]\n",
      "22 4     \t 13.595 5.135 \t 1.885 [1.9182 2.0267] \t [0.983 0.93 ]\n",
      "93 15     \t 85.253 37.044 \t 3.351 [3.3521 3.5443] \t [1.    0.945]\n",
      "12 1     \t 99.096 75.853 \t 56.635 [60.2298 63.6092] \t [0.94 0.89]\n",
      "15 11     \t 38.244 26.14 \t 2.944 [3.0817 3.2615] \t [0.955 0.903]\n",
      "61 35     \t 55.509 0.581 \t 1.123 [1.1274 1.1919] \t [0.996 0.942]\n",
      "11 2     \t 15.62 35.886 \t 6.271 [6.3047 6.6647] \t [0.995 0.941]\n",
      "57 3     \t 23.841 19.4 \t 4.678 [4.818  5.0819] \t [0.971 0.92 ]\n",
      "22 1     \t 75.407 32.665 \t 33.518 [35.6478 37.7229] \t [0.94  0.889]\n",
      "20 9     \t 23.726 3.765 \t 1.698 [1.7541 1.8541] \t [0.968 0.916]\n",
      "22 6     \t 86.135 3.962 \t 7.027 [7.369  7.8088] \t [0.954 0.9  ]\n",
      "1471 363     \t 8.537 51.555 \t 0.022 [0.0219 0.0231] \t [0.999 0.946]\n",
      "37 24     \t 87.394 1.58 \t 2.701 [2.7352 2.8946] \t [0.987 0.933]\n",
      "54 4     \t 0.619 24.22 \t 0.152 [0.1531 0.1619] \t [0.993 0.939]\n",
      "64 34     \t 39.827 19.472 \t 0.919 [0.92   0.9733] \t [0.999 0.944]\n",
      "12 2     \t 32.418 20.058 \t 9.603 [ 9.9995 10.5927] \t [0.96  0.907]\n",
      "62 14     \t 28.931 15.327 \t 1.34 [1.3535 1.4296] \t [0.99  0.937]\n",
      "288 103     \t 92.83 2.717 \t 0.535 [0.5354 0.5651] \t [0.999 0.947]\n",
      "40 12     \t 76.042 16.891 \t 3.796 [3.9333 4.1559] \t [0.965 0.913]\n",
      "30 18     \t 95.583 2.483 \t 3.757 [3.886  4.1083] \t [0.967 0.914]\n",
      "260 111     \t 45.59 4.272 \t 0.271 [0.2737 0.2894] \t [0.99  0.937]\n",
      "36 16     \t 8.777 27.501 \t 0.497 [0.4968 0.5267] \t [1.    0.943]\n",
      "71 15     \t 85.495 0.216 \t 2.586 [2.5954 2.7439] \t [0.996 0.943]\n",
      "50 18     \t 86.827 26.264 \t 3.195 [3.2235 3.4024] \t [0.991 0.939]\n",
      "17 6     \t 94.958 20.286 \t 9.479 [ 9.9994 10.5533] \t [0.948 0.898]\n",
      "19 10     \t 31.685 30.53 \t 2.577 [2.6132 2.7617] \t [0.986 0.933]\n",
      "11 7     \t 58.25 78.102 \t 7.123 [7.1857 7.6027] \t [0.991 0.937]\n",
      "10 2     \t 8.282 10.953 \t 3.002 [3.0623 3.2384] \t [0.98  0.927]\n",
      "565 7     \t 0.656 0.239 \t 0.038 [0.0391 0.0413] \t [0.984 0.93 ]\n",
      "10 4     \t 12.534 8.911 \t 2.239 [2.3587 2.4869] \t [0.949 0.9  ]\n",
      "86 12     \t 16.996 18.343 \t 0.999 [1.0156 1.0746] \t [0.984 0.93 ]\n",
      "42 26     \t 56.534 24.248 \t 1.753 [1.7596 1.8614] \t [0.996 0.942]\n",
      "10 2     \t 80.27 25.416 \t 20.657 [22.6749 23.9433] \t [0.911 0.863]\n",
      "622 26     \t 29.866 0.704 \t 0.34 [0.3425 0.3619] \t [0.994 0.94 ]\n",
      "291 107     \t 92.235 12.753 \t 0.551 [0.5511 0.5825] \t [0.999 0.945]\n",
      "22 9     \t 4.437 36.333 \t 0.47 [0.47  0.496] \t [0.999 0.947]\n",
      "17 8     \t 92.489 46.607 \t 8.426 [8.4305 8.91  ] \t [0.999 0.946]\n",
      "10 5     \t 37.961 75.545 \t 6.512 [6.6863 7.07  ] \t [0.974 0.921]\n",
      "43 18     \t 2.197 0.094 \t 0.075 [0.0754 0.0798] \t [0.993 0.938]\n",
      "279 139     \t 60.414 35.385 \t 0.346 [0.3466 0.3671] \t [0.997 0.941]\n",
      "507 9     \t 31.426 7.999 \t 1.308 [1.3533 1.43  ] \t [0.967 0.915]\n",
      "75 8     \t 24.545 35.994 \t 2.255 [2.2701 2.3992] \t [0.993 0.94 ]\n",
      "44 2     \t 70.15 52.282 \t 19.593 [20.517  21.7089] \t [0.955 0.903]\n",
      "58 37     \t 33.248 5.507 \t 0.701 [0.7045 0.7449] \t [0.994 0.94 ]\n",
      "49 27     \t 69.805 84.845 \t 2.218 [2.2469 2.3684] \t [0.987 0.937]\n",
      "16 4     \t 88.402 0.393 \t 9.593 [10.7709 11.4058] \t [0.891 0.841]\n",
      "12 9     \t 99.597 61.377 \t 9.251 [ 9.6595 10.2155] \t [0.958 0.906]\n",
      "125 18     \t 24.902 3.827 \t 0.662 [0.6659 0.7026] \t [0.995 0.943]\n",
      "78 23     \t 23.335 3.474 \t 0.593 [0.5927 0.6265] \t [1.    0.946]\n",
      "15 4     \t 51.216 16.42 \t 7.389 [7.8406 8.2824] \t [0.942 0.892]\n",
      "31 22     \t 24.512 0.286 \t 0.858 [0.8928 0.9447] \t [0.961 0.908]\n",
      "48 21     \t 3.933 1.808 \t 0.138 [0.1382 0.1458] \t [0.995 0.943]\n",
      "31 16     \t 21.039 2.495 \t 0.903 [0.9381 0.9895] \t [0.962 0.912]\n",
      "32 5     \t 50.001 31.258 \t 6.163 [6.3283 6.6842] \t [0.974 0.922]\n",
      "20 4     \t 12.683 4.962 \t 1.802 [1.8284 1.9362] \t [0.985 0.931]\n",
      "52 21     \t 86.021 1.136 \t 2.445 [2.4659 2.6123] \t [0.992 0.936]\n",
      "19 1     \t 75.652 11.685 \t 24.057 [27.3054 28.9242] \t [0.881 0.832]\n",
      "10 1     \t 0.648 78.797 \t 0.644 [0.6465 0.6818] \t [0.996 0.945]\n"
     ]
    }
   ],
   "source": [
    "for test in var_V_tests:\n",
    "    if test.theoretical_quantity_below_sample_CI():\n",
    "        print(test.N, test.M,  \"    \\t\",\n",
    "              np.round(test.sigma_sq_X, 3), \n",
    "              np.round(test.sigma_sq_1, 3), \"\\t\",\n",
    "              np.round(test.theoretical_quantity(), 3),\n",
    "              np.round(test.sample_CI(), 4), \"\\t\",\n",
    "              np.round(test.theoretical_quantity() / test.sample_CI(), 3)\n",
    "             )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
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 },
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