Statistical Rethinking 2022 - Generalized Linear Madness
Offered By: Richard McElreath via YouTube
Course Description
Overview
Explore advanced statistical concepts in this comprehensive lecture on generalized linear models. Delve into geometric interpretations of statistical models, state-based approaches to modeling children's growth, and population dynamics using ordinary differential equations (ODEs). Learn through engaging examples, including the "square hole" problem and state-based children models. Gain insights into complex statistical rethinking techniques and their applications in various fields. Conclude with a summary and outlook on the future of statistical modeling.
Syllabus
Introduction
Geometric people
State-based children
Population dynamics ODEs
Summary and outlook
Taught by
Richard McElreath
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