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Statistical Rethinking 2023 - Markov Chain Monte Carlo

Richard McElreath via YouTube

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Overview

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This course introduces Markov Chain Monte Carlo, Hamiltonian Monte Carlo, and MCMC diagnostics, with applications involving New Jersey wine, judges, and item response theory.

Syllabus

Introduction
King Markov
MCMC
Hamiltonian Monte Carlo
Pause
New Jersey Wine
MCMC diagnostics
Judges and IRT
Summary and outlook

Taught by

Richard McElreath

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