PosteriorBootstrap {PosteriorBootstrap}

A package with a parallel approach for adaptive non-parametric learning

Description

The PosteriorBootstrap package provides two categories of functions. The first category returns or loads the system files that ship with the package: get_stan_file, get_german_credit_file, get_german_credit_dataset. The second category performs statistical sampling: draw_stick_breaks and draw_logit_samples (for adaptive non-parametric learning of the logistic regression model).

Details

Please see the vignette for sample usage and performance metrics.