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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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Détails bibliographiques
Publié dans:Stat Interface
Auteurs principaux: Zeng, Xianbin, Ma, Shuangge, Qin, Yichen, Li, Yang
Format: Artigo
Langue:Inglês
Publié: 2015
Sujets:
Accès en ligne: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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