Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes
Sign Up to like & getrecommendations! Published in 2018 at "Statistics in Medicine"
DOI: 10.1002/sim.7615
Abstract: Propensity score methods are increasingly being used to estimate the effects of treatments and exposures when using observational data. The propensity score was initially developed for use with binary exposures. The generalized propensity score (GPS)… read more here.
Keywords: continuous exposures; generalized propensity; effect; propensity score ... See more keywords
Inverse Probability Weights for Quasi-Continuous Ordinal Exposures with a Binary Outcome: Method Comparison and Case Study.
Sign Up to like & getrecommendations! Published in 2023 at "American journal of epidemiology"
DOI: 10.1093/aje/kwad085
Abstract: Inverse probability weighting (IPW), a well-established method to control for confounding in observational studies with binary exposures, has been extended to analyses with continuous exposures. Methods developed for continuous exposures may not apply when the… read more here.
Keywords: probability weights; continuous exposures; inverse probability; method ... See more keywords