ANOVA with Random Effects

Topics of Interest

Resources

RStanARM documentation

Goldstein and Spiegelhalter paper on rankings

Matrix definitions

Code for the radon analysis as presented in Gelman and Hill

An introduction to Bayesian MLM using BRMS

Extracting and visualizing tidy draws from BRMS models

Slides

Introduction

The ANOVA Model: Matrix Formulation

Contrast Estimation and Interaction

Random Effects ANOVA

Introduction to Bayesian Inference for the Hierarchical Normal Model

Priors for Group-Level Variance

Random Effects ANCOVA

Labs

Lab 1

Labs 2-3

Homework

Assignment 1

Assignment 2