ARD_mcmc |
ARD MCMC Sampler for Multiply-Imputed Regression |
BMI_LASSO |
Bayesian MI-LASSO for Multiply-Imputed Regression |
horseshoe_mcmc |
Horseshoe MCMC Sampler for Multiply-Imputed Regression |
MI_LASSO |
Multiple-Imputation LASSO (MI-LASSO) |
multi_laplace_mcmc |
Multi-Laplace MCMC Sampler for Multiply-Imputed Regression |
projection_mean |
Projecting Posterior Means of Full-Model Coefficients onto a Reduced Subset Model |
projection_posterior |
Projection of Full-Posterior Draws onto a Reduced-Subset Model |
sim_A |
Simulate dataset A: Independent continuous covariates with MCAR/MAR missingness |
sim_B |
Simulate dataset B: AR(1)-correlated continuous covariates with MCAR/MAR missingness |
sim_C |
Simulate dataset C: AR(1)-latent Gaussian dichotomized to binary covariates with MCAR/MAR missingness |
spike_laplace_partially_mcmc |
Spike-and-Laplace MCMC Sampler for Multiply-Imputed Regression |