Science Before Statistics: Causal Inference

3 hour workshop for 2021 Leipzig Spring School in Methods for the Study of Culture and the Mind. Outline, slides, and code at github.com/rmcelreath/causal_...
Chapters:
0:00 Introduction
21:40 Casual Salad
56:20 Causal Design
1:58:30 Table Two Fallacy
2:10:08 Bad Controls
2:17:16 Graph Analysis
2:27:50 Full Luxury Bayesian Inference
2:46:09 Summary and Conclusion