Sanjay Shakkottai
Professor
Department of Electrical and Computer Engineering
The University of Texas at Austin
Topic
Notes
1. Overview and Motivation
1b. Regression and Adjustment
2. Independence and d-Separation
2b. Multiple factorizations
3. Mathematical language for causality
4. Interventions Overview
5. Interventions Calculus
6. Learning Causal Models
7. Instrument variables and 2SLS
8. CI Testing