Course materials: https://github.com/rmcelreath/stat_re...

Intro:    • BACK IN BLACK (AC/DC) - Acoustic Guit...  

Outline
00:00 Introduction
09:00 Cross-validation
22:55 Regularization
30:15 Pause
30:53 Importance sampling and information criteria
36:46 Model mis-selection
47:30 Robust regression
1:03:11 Summary and outlook