This repository contains code adapted from the methods described in manuscript to extend the original analyses.
To run the code and generate the results, follow these steps:
- Submit the
generate_data_parallel.shscript to generate the data using paralel array jobs. - Submit
boom.sh, bslmm.sh, and one-at-a-time.shto run the analysis using BoomSpikeSlab, Bayesian Sparse Linear Mixed Model, and univariate regression, respectively. - Use
true_positive_rate_mse.Rto calculate/plot the true positive rate and mean squared error of the estimates from the different methods.