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Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling

OBJECTIVE: Clinical trials are unlikely to ever be launched for many Comparative Effectiveness Research (CER) questions. Inferences from hypothetical randomized trials may however be emulated with marginal structural modeling (MSM) using observational data but success in adjusting for time-dependent...

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Autores principales: Neugebauer, Romain, Fireman, Bruce, Roy, Jason A., Raebel, Marsha A., Nichols, Gregory A., O’Connor, Patrick J.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2013
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3713501/
https://ncbi.nlm.nih.gov/pubmed/23849160
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jclinepi.2013.01.016
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