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Randomization Tests for Conditional Group Symmetry

This repository contains the code used to generate the experiment results discussed in the article Randomization Tests for Conditional Group Symmetry, which supersedes the article Non-parametric Hypothesis Tests for Distributional Group Symmetry. The repository for the previous article can be found here.

  • To preprocess data for the LHC and Lorentz demos/experiments, see the file preprocess_data.jl for instructions.
  • To run one of the demo files, execute the command julia <demo_file>.jl in the command line.
  • To run one of the experiments described in the article, see the file run_experiments.jl for instructions.
    • See /src/global_variables.jl for default parameter values.
  • To create the plots and figures described in the article, execute the command julia make_plots.jl in the command line after running all experiments.

Organization

This GitHub repo is organized as follows:

  • /data/: raw data to be processed for the LHC and Lorentz demos/experiments
  • /experiments/: scripts for experiments described in the article
  • /outputs/: experiment outputs and plots
  • /src/: implementations of tests and helper functions

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