Regression and Other Stories

My notes on Regression and Other Stories by Andrew Gelman et al.

These are my notes for the book “Regression and Other Stories” by Gelman, Hill, and Vehtari (2021) . This notebook contains summaries, code examples, and reflections on the material presented in the book. I have recreated all the code using Python.

Part 1: Fundamentals

1. Overview

2. Data and measurement

3. Some basic methods in mathematics and probability

4. Statistical inference

5. Simulation

Part 2: Linear regression