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

Intro:    • Hania Rani – Live from Studio S2  
River:    • Glasgow Landmarks from above  4K Dro...  
Tide machine:    • The History of Tide Prediction Machines  
Lego tide machine:    • Mechanical Computer: When the tide is...  

Outline
00:00 Introduction
04:50 Discrimination and mediation
20:00 Generative models
25:14 Pause
26:00 Generalized linear models
55:17 Pause
56:25 Analyze and compute interventions
1:13:20 Summary and outlook
1:16:28 Bonus survival analysis