Statistical Rethinking 2023 - Multilevel Models

Dive into an in-depth lecture on multilevel models in statistical analysis. Explore concepts such as partial pooling, hyperparameter tuning through cross-validation, and learning hyperparameters. Examine the Reedfrogs case study to understand practical applications. Gain insights into summary techniques and future perspectives in the field. As a bonus, discover Mundlak machines and their relevance to multilevel modeling. Enhance your understanding of advanced statistical concepts and their real-world implementations in this comprehensive presentation by Richard McElreath.

Introduction
Multilevel models
Partial pooling
Reedfrogs
Hyperparameter tuning through crossvalidation
Pause
Learning the hyperparameter
Summary and outlook
BONUS Mundlak machines