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Evaluating uses of data mining techniques in propensity score estimation: a simulation study

BACKGROUND: In propensity score modeling, it is a standard practice to optimize the prediction of exposure status based on the covariate information. In a simulation study, we examined in what situations analyses based on various types of exposure propensity score (EPS) models using data mining tech...

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Bibliografiske detaljer
Main Authors: Setoguchi, Soko, Schneeweiss, Sebastian, Brookhart, M. Alan, Glynn, Robert J., Cook, E. Francis
Format: Artigo
Sprog:Inglês
Udgivet: 2008
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2905676/
https://ncbi.nlm.nih.gov/pubmed/18311848
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/pds.1555
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