The Relative Performance of Targeted Maximum Likelihood Estimators
نویسندگان
چکیده
منابع مشابه
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-estimators in a simulation study with positivity violations. They focus on a simple missing data p...
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ژورنال
عنوان ژورنال: The International Journal of Biostatistics
سال: 2011
ISSN: 1557-4679
DOI: 10.2202/1557-4679.1308