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VARIABLE SELECTION AND ESTIMATION IN HIGH-DIMENSIONAL VARYING-COEFFICIENT MODELS

Nonparametric varying coefficient models are useful for studying the time-dependent effects of variables. Many procedures have been developed for estimation and variable selection in such models. However, existing work has focused on the case when the number of variables is fixed or smaller than the...

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Detalhes bibliográficos
Main Authors: Wei, Fengrong, Huang, Jian, Li, Hongzhe
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3902862/
https://ncbi.nlm.nih.gov/pubmed/24478564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2009.316
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