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Statistical Rethinking 2022 Lecture 16 - Gaussian Processes

Richard McElreath 11,940 lượt xem 3 years ago
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Slides and other course materials: https://github.com/rmcelreath/stat_rethinking_2022

Intro: https://www.youtube.com/watch?v=uYNzqgU7na4
Music: https://www.youtube.com/watch?v=kXuasY8pDpA
Music: https://www.youtube.com/watch?v=eTtTB0nZdL0
Pause: https://www.youtube.com/watch?v=pxPdsqrQByM

Chapters:
00:00 Introduction
01:59 Spatial confounding
09:40 Gaussian processes
25:45 Oceanic covariance
35:39 Primate phylogeny
43:43 Social brain hypothesis
53:24 Phylogenetic inference
01:00:09 Phylogenetic regression
01:21:14 Summary and outlook

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