causal_inference
an archive of posts in this category
| Mar 3, 2026 | Potential Outcome Framework and Matching Estimators |
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| Feb 20, 2026 | Paper review: Improving randomized controlled trial analysis via data-adaptive borrowing |
| Feb 20, 2026 | Lecture 16: Canonical Gradient and Efficient Influence Curve |
| Oct 15, 2025 | Augmented IPW and Double Robustness |
| Sep 25, 2025 | FWL Theorem |
| Sep 1, 2025 | Deriving the IPW Estimator: From One RCT to Infinite RCTs under Unconfoundedness |
| Aug 25, 2025 | When Does Linear Regression Yield Causal Inference? |