Bias associated with using the estimated propensity score as a regression covariate
Author:
Affiliation:
1. Center for Biostatistics; The Ohio State University; Columbus OH 43221 U.S.A.
2. Division of Biostatistics, College of Public Health; The Ohio State University; Columbus OH 43210 U.S.A.
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.5884/fullpdf
Reference27 articles.
1. The central role of propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983a
2. Matching using estimated propensity scores: relating theory to practice;Rubin;Biometrics,1996
3. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group;D'Agastino;Statistics in Medicine,1998
4. Marginal structural models and causal inference in epidemiology;Robins;Epidemiology,2000
5. Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study;Lunceford;Statistics in Medicine,2004
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