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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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書誌詳細
主要な著者: Kai, Bo, Li, Runze, Zou, Hui
フォーマット: Artigo
言語:Inglês
出版事項: 2011
主題:
オンライン・アクセス: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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