Paul Bürkner

Flexible Prior Elicitation via the Prior Predictive Distribution

The prior distribution for the unknown model parameters plays a crucial role in the process of statistical inference based on Bayesian methods. However, specifying suitable priors is often difficult even when detailed prior knowledge is available in principle. The challenge is to express quantitativ…