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Propensity score model overfitting led to inflated variance of estimated odds ratios

OBJECTIVE: Simulation studies suggest that the ratio of the number of events to the number of estimated parameters in a logistic regression model should be not less than 10 or 20 to 1 to achieve reliable effect estimates. Applications of propensity score approaches for confounder control in practice...

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Pubblicato in:J Clin Epidemiol
Autori principali: Schuster, Tibor, Lowe, Wilfrid Kouokam, Platt, Robert W.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5756087/
https://ncbi.nlm.nih.gov/pubmed/27498378
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jclinepi.2016.05.017
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