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Statistical Rethinking 2023 - 08 - Markov Chain Monte Carlo

Richard McElreath 23,583 lượt xem 2 years ago
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Course materials: https://github.com/rmcelreath/stat_rethinking_2023

Intro video: https://www.youtube.com/watch?v=Q3jVk6k6CGY
Intro music: https://www.youtube.com/watch?v=kNRIFhkYONc

Outline
00:00 Introduction
13:08 King Markov
18:14 MCMC
28:00 Hamiltonian Monte Carlo
39:32 Pause
40:06 New Jersey Wine
40:50 MCMC diagnostics
1:04:01 Judges and IRT
1:14:10 Summary and outlook

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