Using Balancing Weights to Target the Treatment Effect on the Treated when Overlap is Poor
Author:
Affiliation:
1. Heinz College of Information Systems and Public Policy and Department of Statistics, Carnegie Mellon University, Pittsburgh, PA
2. Department of Surgery, University of Pennsylvania, Philadelphia, PA.
Abstract
Publisher
Ovid Technologies (Wolters Kluwer Health)
Subject
Epidemiology
Reference21 articles.
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2. Optimal matching of an optimally chosen subset in observational studies.;Rosenbaum;J Comput Graph Stat,2012
3. Balancing covariates via propensity score weighting.;Li;J Am Stat Assoc,2018
4. Entropy balancing for causal effects: a multivariate reweighting method to produce balanced samples in observational studies.;Hainmueller;Polit Anal,2011
5. Stable weights that balance covariates for estimation with incomplete outcome data.;Zubizarreta;J Am Stat Assoc,2015
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