Example 2: Confirmation of Bayesian skills

This vignette can be referred to by citing the package:

Now that describing and understanding posterior distributions of linear regressions has no secrets for you, let’s go deeper.

“But it’s only about regressions and I want to do ANOVAs and t-tests”

Don’t worry. Let us all remind and appreciate the fact that all basic statistical pocedures such as t-tests, ANOVAs, correlations or Chisquare tests are linear regressions. Now that we have accepted the beauty of it, we will continue with a general linear model.

Logistic Model

Make some figures


Diagnostic Indices

About diagnostic indices such as Rhat and ESS.

Mixed Model


About priors.