Bayesian statistics as a therapy for frequentist problems

Abstract

This workshop will highlight problems with classical inference tools ($p$-values, CIs) and provide a motivation to use Bayesian statistics. Afterwards, the Bayesian philosophy will be discussed and an empirical example showcasing how to apply and interpret such methods will be fully discussed.