Skip to content

Non-parametric hypothesis tests for identifying distributional group symmetries from data

License

Notifications You must be signed in to change notification settings

chiukenny/Tests-for-Distributional-Symmetry

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Important Note

As of December 18, 2024, the article supported by this repository has been superseded by the new article Randomization Tests for Conditional Group Symmetry, which has its own corresponding GitHub repository.


Hypothesis Tests for Distributional Symmetry

This repository contains the code used to generate the experiment results in Non-parametric Hypothesis Tests for Distributional Group Symmetry.

  • To reproduce the experiment results, execute the command julia --threads 1 run_experiments.jl.
  • To generate the plots in the manuscript, execute the command julia make_plots.jl.

See the headers of run_experiments.jl and make_plots.jl for additional execution and configuration options.


Organization

This repository is organized as follows:

  • /data/: raw datasets and data cleaning scripts
  • /experiments/: self-contained experiment scripts that can be run in parallel
  • /outputs/: cleaned data, experiment outputs, and plots
  • /src/: implementations of tests, experiment engine, and general functions

About

Non-parametric hypothesis tests for identifying distributional group symmetries from data

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages