Lecture notes. Written from the material of Berkeley Stat 156, licensed CC BY-NC 4.0. Notes, not a transcript — reorganised and rewritten, carrying the same licence.

Berkeley Stat 156

9 chapters, written from the course's material.

Contents

1. Causal Inference Reading List
2. Confounding, Backdoor Paths, M-Bias
3. Instrumental Variables and Noncompliance
4. Course Reading Guide
5. The Final Project
6. Introduction to Causal Inference
7. Causal Inference: Course Structure
8. Course Overview: Causal Inference
9. Paper Presentation Assignment

Sources

The book carries CC BY-NC 4.0.

Offering	Original	Commit	Licence
Fall 2024	github.com/berkeley-stat156/fall-2024	bbfe05b	CC BY-NC 4.0