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Statistical Rethinking 2023 - Counts & Hidden Confounds

Richard McElreath via YouTube

Overview

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This course examines confounding and sensitivity analysis alongside Poisson count models and Simpson’s paradox. It uses admissions and research-paper examples to illustrate statistical reasoning.

Syllabus

Introduction
Confounded admissions
NAS papers
Sensitivity analysis
Pause
Poison counts
Summary and outlook
BONUS Simpson's paradox

Taught by

Richard McElreath

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