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Targeted Maximum Likelihood Estimation for Prediction Calibration

Estimators of the conditional expectation, i.e., prediction, function involve a global bias-variance trade off. In some cases, an estimator that yields unbiased estimates of the conditional expectation for a particular partitioning of the data may be desirable. Such estimators are calibrated with re...

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Bibliografske podrobnosti
izdano v:Int J Biostat
Main Authors: Brooks, Jordan, van der Laan, Mark J., Go, Alan S.
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6053284/
https://ncbi.nlm.nih.gov/pubmed/23152434
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/1557-4679.1385
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