2 papers
stat.ME2025
Variance estimation after matching or re-weighting
Xiang Meng, Aaron Smith, Luke Miratrix
This paper develops a variance estimation framework for matching estimators that enables valid population inference for treatment effects. We provide theoretical analysis of a vari…
stat.ME2024
Caliper Synthetic Matching: Generalized Radius Matching with Local Synthetic Controls
Jonathan Che, Xiang Meng, Luke Miratrix
Matching promises transparent causal inferences for observational data, making it an intuitive approach for many applications. In practice, however, standard matching methods often…