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Readings.md

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Baseball stats

Sabermetric manifesto

Runs created

Pitching and Defense: How Much Control Do Hurlers Have?

Art of pitch framing

Sabermetrics is killing..

Who actually won the revolution?

Everyone wants to go home in extra innings

Those interested in more detailed readings in baseball:

Football stats

Kickers are forever* (and read footnote 5), by Morris (link)

Kicker haters, by Morris (link)

It sucks to kick in the cold (link)

Expected Points and EPA, Burke (link)

Building an Expected Points Model (link)

Operations Research in Football (Carter & Machol, link

Going for It on Fourth Down (Burke, link)

Decision Theory in Football (Burke, link)

What was lost (Yam and Lopez, link)

Basketball stats

Starting Point for Analyzing Basketball Statistics, Kubatko et al

Demystifying basketball analytics by Partnow

A measure of shot quality by Narsu

On RPM by Wagner

Limits of Analytics by Partnow

Hockey stats

A new expected goals model, via Evolving Wild twins

Wins above replacement, via Evolving Wild twins

Repository of all things hockey analytics: Meta Hockey

Expected goals are better via Dawson Sprigings

An expected goals model using ridge regression via Brian Macdonald

Stats made simple via Jen L-C

Soccer stats

Expected goals 2.0 via 11tegen11

Best predictor for future performance via 11tegen11

Repeatability of finishing skill via Plueler

12 shots good, 2 shots better via Power of Goals xCommentary via Ted Knutson

Markov models for football via Derrick Yam

Expected goals just don't add up, via Danny Page

StatsBomb data primer

Team and player rankings