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Statistical Rethinking 2023 - Ordered Categories

Richard McElreath via YouTube

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This course develops statistical models for ordered categories, covering ordered categorical models, monotonic predictors, participation bias, Dirichlet distributions, and selection nodes.

Syllabus

Introduction
Ethics and trolleys
Ordered categories
Ordered categorical models
Participation bias
Pause
Ordered monotonic predictors
Dirichlet distributions
Everything all at once
Summary and outlook
BONUS description & post-strat & selection nodes

Taught by

Richard McElreath

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