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Statistical Rethinking 2023 - Multilevel Adventures

Offered By: Richard McElreath via YouTube

Tags

Bayesian Statistics Courses Data Analysis Courses Urban Studies Courses

Course Description

Overview

Explore multilevel modeling techniques in this 54-minute lecture from Richard McElreath's Statistical Rethinking 2023 course. Delve into clusters and features, varying confounds, and the Bangladesh fertility case study. Examine varying districts and urban regions, and understand the differences between centered and non-centered priors. Investigate urban variation and correlations before concluding with a summary and outlook on multilevel adventures in statistical analysis.

Syllabus

Introduction
Clusters and features
Varying confounds
Bangladesh fertility
Varying districts
Varying urban regions
Pause
Centered and non-centered priors
Urban variation and correlations
Summary and outlook


Taught by

Richard McElreath

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