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Variable selection in strong hierarchical semiparametric models for longitudinal data

In this paper, we consider the variable selection problem in semiparametric additive partially linear models for longitudinal data. Our goal is to identify relevant main effects and corresponding interactions associated with the response variable. Meanwhile, we enforce the strong hierarchical restri...

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Detalles Bibliográficos
Publicado en:Stat Interface
Main Authors: Zeng, Xianbin, Ma, Shuangge, Qin, Yichen, Li, Yang
Formato: Artigo
Idioma:Inglês
Publicado: 2015
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4827933/
https://ncbi.nlm.nih.gov/pubmed/27076867
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2015.v8.n3.a9
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