BIOST 881: Advance Topics in Causal Inference

Lecture Slides

0. Course Overview

1. Introduction and Potential Outcomes

2. DAGs, Confounding, Backdoor Criterion

3. Selection Bias, Non-Compliance, and Measurement Error

4. Effect Modification, Interaction, and Collapsibility

Lecture Slides from Past Years