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most citedA Flexible Approach for Normal Approximation of Geometric and Topological Statistics

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math.ST2024

Gaussian and Bootstrap Approximation for Matching-based Average Treatment Effect Estimators

Zhaoyang Shi, Chinmoy Bhattacharjee, Krishnakumar Balasubramanian +1

We establish Gaussian approximation bounds for covariate and rank-matching-based Average Treatment Effect (ATE) estimators. By analyzing these estimators through the lens of stabil…