Causal Inference Overview

Understanding SUTVA and ignorability, fundamental assumptions in causal inference, what they mean, and what happens when they are violated.

• Phase 1: Estimating treatment effects and uncertainty quantification.
• Phase 2: Policy learning for treatment assignment. Based on treatment effect estimation.