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Science Before Statistics - Causal Inference

Richard McElreath via YouTube

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Overview

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This workshop introduces causal inference through causal design, common analytical fallacies, bad controls, graph analysis, and Bayesian inference. It is aimed at methods learners studying culture and the mind.

Syllabus

Introduction
Casual Salad
Causal Design
Table Two Fallacy
Bad Controls
Graph Analysis
Full Luxury Bayesian Inference
Summary and Conclusion

Taught by

Richard McElreath

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