Multivariate Welch t-test on distances
code/
-- R source code for simulations, figure and table generation
Tw2.R
-- implementation to Tw2, distance Cohen's dsimulateDists.R
-- simulation of distance matrices with prescribed effect size and heteroscedasticitysimulateAll.R
-- simulation of the main data set for the manuscriptsimulate10.R
-- simulation of data with sample sizes in the vicinity of 10 per groupsimulate50.R
-- simulation of data with sample sizes in the vicinity of 50 per groupheatmaps.R
-- generation of figures and tables for main simulation studyplot10.R
-- generation of figures and tables for simulation study with sample sizes in the vicinity of 10 per groupplot50.R
-- generation of figures and tables for simulation study with sample sizes in the vicinity of 50 per groupSTAT.R
-- analysis of sub-therapeutic antibiotic treatment dataPsoriasis.R
-- analysis of psoriasis skin microbiome data
data.zip
-- Data for applications
obesity_mapping.txt
-- metadata for STAT datasetseqs_otu_table.txt
-- abundace table for STAT datasetPsoriasisMetadata.txt
-- metadata for psoriasis datasetotu_table.txt
-- abundace table for psoriasis dataset
results/
simulation_results2.txt.zip
-- main simulation resultssimulation10_results.txt.zip
-- simulation results for sample sizes in the vicinity of 10 per groupsimulation50_results.txt.zip
-- simulation results for sample sizes in the vicinity of 50 per group