Tag: propensity
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Causal Inference as Distribution Adaptation: Optimizing ATE Risk under Propensity Uncertainty
Causal Inference as Distribution Adaptation: Optimizing ATE Risk under Propensity Uncertainty arXiv:2512.18083v1 Announce Type: new Abstract: Standard approaches to causal inference, such as Outcome Regression and Inverse Probability Weighted Regression Adjustment (IPWRA), are typically derived through the lens of missing data imputation and identification theory. In this work, we unify these methods from a Machine…
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Propensity-Score Matching Is the Bedrock of Causal Inference
Propensity-Score Matching Is the Bedrock of Causal Inference And how to get started with it using Python Continue reading on Towards Data Science ยป Ari Joury, PhD Go to original source