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05/18/2023
On true versus estimated propensity scores for treatment effect estimation with discrete controls
The finite sample variance of an inverse propensity weighted estimator i...
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09/23/2022
Feature selection in stratification estimators of causal effects: lessons from potential outcomes, causal diagrams, and structural equations
What is the ideal regression (if any) for estimating average causal effe...
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08/21/2022
Statistical Aspects of SHAP: Functional ANOVA for Model Interpretation
SHAP is a popular method for measuring variable importance in machine le...
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09/14/2020