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The Relative Performance of Targeted Maximum Likelihood Estimators

There is an active debate in the literature on censored data about the relative performance of model based maximum likelihood estimators, IPCW-estimators, and a variety of double robust semiparametric efficient estimators. Kang and Schafer (2007) demonstrate the fragility of double robust and IPCW-e...

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Bibliografiske detaljer
Main Authors: Porter, Kristin E., Gruber, Susan, van der Laan, Mark J., Sekhon, Jasjeet S.
Format: Artigo
Sprog:Inglês
Udgivet: Berkeley Electronic Press 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3173607/
https://ncbi.nlm.nih.gov/pubmed/21931570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1308
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