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Statistical Rethinking 2023 - The Garden of Forking Data

Richard McElreath via YouTube

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This lecture introduces generative models and Bayesian inference, covering probability, Bayesian updating, beta distributions, posterior distributions, sampling, prediction, and misclassification.

Syllabus

Introduction
Generative model
The Garden of Forking Data
Bayesian updating
Probability
Testing
Pause
Infinite possibilities and the beta distribution
Posterior distributions
Sampling and prediction
Summary
Bonus Round: Misclassification

Taught by

Richard McElreath

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