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Model Averaging Procedure for Partially Linear Single-index Models()

This paper is concerned with model selection and model averaging procedures for partially linear single-index models. The profile least squares procedure is employed to estimate regression coefficients for the full model and submodels. We show that the estimators for submodels are asymptotically nor...

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Detalhes bibliográficos
Main Authors: Yu, Yao, Thurston, Sally W., Hauser, Russ, Liang, Hua
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4021728/
https://ncbi.nlm.nih.gov/pubmed/24839347
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jspi.2013.05.002
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