Improving propensity score weighting using machine learning
Author:
Funder
National Institute of Mental Health
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.3782/fullpdf
Reference37 articles.
1. The central role of the propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983
2. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group;D'Agostino;Statistics in Medicine,1998
3. Estimation of causal effects using propensity score weighting: an application to data on right heart catheterization;Hirano;Health Services and Outcomes Research Methodology,2001
4. Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data;Kang;Statistical Science,2007
5. Comment: demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data;Ridgeway;Statistical Science,2007
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