Repository for Linear Multilevel Bayesian Regression Selection: Comparing Three Predictive Information Criteria

• data/ contains the raw data from each (144) simulation cells and scripts to parse these data.

  • raw_data/ contains the raw .rds files
  • conds_with_var.csv is the design matrix.
  • fits_summary.rds is the summarized output from raw_data/, parsed using parse_output_nested.R

• figs/ contains figures generated by main.R. Should be self-explanatory.

• out/ contains output generated by main.R. Should be self-explanatory.

• run_CC/ contains scripts that ran the simulation on the Compute Canada's Beluga cluster

• supplemental contains supplemental analyses, such as the scripts and results from the small parameter recovery study ran to confirm that simulated data was correct. See main text for more information.

• main.R runs the main analyses reported in the main paper on the summarized output, fits_summary.rds.

For any comments or questions, contact seandamiandevine@gmail.com