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Noncrossing quantile regression curve estimation

Since quantile regression curves are estimated individually, the quantile curves can cross, leading to an invalid distribution for the response. A simple constrained version of quantile regression is proposed to avoid the crossing problem for both linear and nonparametric quantile curves. A simulati...

詳細記述

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書誌詳細
主要な著者: Bondell, Howard D., Reich, Brian J., Wang, Huixia
フォーマット: Artigo
言語:Inglês
出版事項: Oxford University Press 2010
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3371721/
https://ncbi.nlm.nih.gov/pubmed/22822254
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asq048
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