bkmr

Calculate group-specific posterior inclusion probabilities

Calculate variable-specific posterior inclusion probabilities

Calculate conditional predictor specific posterior inclusion probabilities

Compute the posterior mean and variance of h at a new predictor values

Compute the posterior mean and variance of h at a new predictor values

Compute the posterior mean and variance of h at a new predictor values

Extract summary statistics

Extract posterior inclusion probabilities (PIPs) from BKMR model fit

Extract samples

Investigate prior

Calculate overall risk summaries

Plot of exposure-response function from univariate KMR fot

Predict the exposure-response function at a new grid of points

Plot cross-sections of the bivariate predictor-response function

Plot univariate predictor-response function on a new grid of points

Obtain posterior samples of predictions at new points

Simulate dataset

Single Variable Interaction Summaries

Single Variable Risk Summaries

Compute summary statistics

Trace plot

Fit Bayesian kernel machine regression

Print basic summary of BKMR model fit

Options for printing summary of model fit to the console

Summarizing BKMR model fits