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Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: a Monte Carlo study

P. Austin,P. Grootendorst,S. Normand,G. Anderson

2007 · DOI: 10.1002/SIM.2618
Statistics in Medicine · 234 Citations

TLDR

It is found that conditioning on the propensity score resulted in biased estimation of the true conditional odds ratio and thetrue conditional hazard ratio, however, conditioning onThe propensity score did not result inbiased estimation ofThe true conditional rate ratio.