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Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model

Targeted maximum likelihood estimation is a versatile tool for estimating parameters in semiparametric and nonparametric models. We work through an example applying targeted maximum likelihood methodology to estimate the parameter of a marginal structural model. In the case we consider, we show how...

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Autors principals: Rosenblum, Michael, van der Laan, Mark J.
Format: Artigo
Idioma:Inglês
Publicat: Berkeley Electronic Press 2010
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3126671/
https://ncbi.nlm.nih.gov/pubmed/21731532
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1238
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