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Statistical Rethinking 2022 - Generalized Linear Madness

Offered By: Richard McElreath via YouTube

Tags

Statistical Modeling Courses Ordinary Differential Equations Courses Population Dynamics Courses

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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