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Statistical Rethinking 2022 - Gaussian Processes

Richard McElreath via YouTube

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Overview

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This course introduces Gaussian processes, spatial confounding, and covariance, then applies them to oceanic data and primate phylogeny through phylogenetic inference and regression.

Syllabus

Introduction
Spatial confounding
Gaussian processes
Oceanic covariance
Primate phylogeny
Social brain hypothesis
Phylogenetic inference
Phylogenetic regression
Summary and outlook

Taught by

Richard McElreath

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