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Statistical Rethinking 2023 - Modeling Events

Richard McElreath via YouTube

Overview

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This course introduces statistical modeling of events through discrimination and mediation, generative models, generalized linear models, and intervention analysis. It concludes with a brief bonus treatment of survival analysis.

Syllabus

Introduction
Discrimination and mediation
Generative models
Pause
Generalized linear models
Pause
Analyze and compute interventions
Summary and outlook
Bonus - survival analysis

Taught by

Richard McElreath

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