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README

This repository includes the code needed to replicate the paper "mosaic inference on panel data."

Requirements

You will need to:

  • Install mosaicperm version 0.2.0 or greater.
  • Download the data from this link and place it in the main directory (so paths look like mosaic_panel_paper/final_data/dataset_name/analysis_name/*.csv).

Rerunning experiments

To rerun the experiments on the real datasets, run scripts/diagnostics_array.sh on a job cluster using, e.g., slurm. Intermediate results will be produced in diagnostic_results/*.

Producing plots

To produce plots given diagnostic results, run scripts/produce_plots.py. This will by default use intermediate results from the most recent job_id.

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