Overview
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Explore a comprehensive conceptual introduction to Bayesian data analysis in this 2-hour lecture, focusing on foundations and causal inference. Delve into the material from Chapters 1 through 6 of Richard McElreath's book, covering topics such as the T-test, Mars MC, machine learning, and the Golem. Gain insights into Bayesian data analysis without delving into computational details. Access accompanying slides for enhanced understanding and reference.
Syllabus
Introduction
The Ttest
Mars MC
Machine Learning
The Golem
Bayesian Data Analysis
Taught by
Richard McElreath