Comparison of Targeted Maximum Likelihood and Shrinkage Estimators of Parameters in Gene Networks
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: Statistical Applications in Genetics and Molecular Biology
سال: 2012
ISSN: 1544-6115
DOI: 10.1515/1544-6115.1728