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NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS

The complexity of semiparametric models poses new challenges to statistical inference and model selection that frequently arise from real applications. In this work, we propose new estimation and variable selection procedures for the semiparametric varying-coefficient partially linear model. We firs...

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Detaylı Bibliyografya
Asıl Yazarlar: Kai, Bo, Li, Runze, Zou, Hui
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2011
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3109949/
https://ncbi.nlm.nih.gov/pubmed/21666869
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/10-AOS842
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