All Episodes
Inference & Intelligence Lab — 9 episodes
Build the Camera — How Measurement Design Guides Statistical Testing | EP2: Inference in the Wild
No Interference, No Ambiguity: The SUTVA Assumption ｜ EP7: Causal Inference from the Ground Up
No Overlap, No Answer: The Positivity Assumption | Ep6: Causal Inference from the Ground Up
Comparing Apples to Apples: The Exchangeability Assumption | EP5: Causal Inference from the Ground Up
The Data You'll Never See: Understanding Potential Outcomes | Causal Inference from the Ground up EP4
Ladder of Causation: How to Upgrade from Prediction to Policy | Causal Inference from the Ground up EP3
The Bridge to Truth: Why Identification Comes Before Estimation | Causal Inference from the Ground up EP2
The DoubleML Ranking Disaster: Why PLR Fails for Multiple Discrete Treatment | Inference in the Wild EP1
The Core Trio of Causal Inference & The Art of Baking a Causal Cake | Causal Inference from the Ground up EP1