Slides and other course materials: https://github.com/rmcelreath/stat_re...

Updated on 3 Feb 2022 to fix a code bug. Details: https://github.com/rmcelreath/stat_re...

Music:
Intro:    • Sleater-Kinney - Modern Girl (Karaoke)  
Flow:    • ORINOCO FLOW - Enya - Orkester Mandol...  
Pause:    • 2 A.M Study Session 📚 [lofi hip hop]  

Chapters:
00:00 Introduction
04:35 Modeling events
07:20 Applications & gender
15:32 Generative model
23:16 Generalized linear models
35:40 Logit priors
39:45 Logistic regression
46:30 Intermission
47:03 Binomial regression
57:20 Marginal causal effect
01:05:28 Summary and outlook