Posterior diagnostics

Tools to check whether a trained posterior is trustworthy:

Details

• sbc() – Simulation-Based Calibration rank statistics

• expected_coverage() – nominal vs. empirical credible-interval coverage

• c2st() – classifier two-sample test between two sample sets

• posterior_predictive() – draw data from the fitted posterior