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Robust learning for optimal treatment decision with NP-dimensionality

In order to identify important variables that are involved in making optimal treatment decision, Lu, Zhang and Zeng (2013) proposed a penalized least squared regression framework for a fixed number of predictors, which is robust against the misspecification of the conditional mean model. Two problem...

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Detalhes bibliográficos
Publicado no:Electron J Stat
Main Authors: Shi, Chengchun, Song, Rui, Lu, Wenbin
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5544015/
https://ncbi.nlm.nih.gov/pubmed/28781717
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-EJS1178
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