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This repository contains code adapted from the methods described in manuscript to extend the original analyses.

Running the code and generating the results

To run the code and generate the results, follow these steps:

  • Submit the generate_data_parallel.sh script to generate the data using paralel array jobs.
  • Submit boom.sh, bslmm.sh, and one-at-a-time.sh to run the analysis using BoomSpikeSlab, Bayesian Sparse Linear Mixed Model, and univariate regression, respectively.
  • Use true_positive_rate_mse.R to calculate/plot the true positive rate and mean squared error of the estimates from the different methods.

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