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Variable Selection in Function-on-Scalar Regression

For regression models with functional responses and scalar predictors, it is common for the number of predictors to be large. Despite this, few methods for variable selection exist for function-on-scalar models, and none account for the inherent correlation of residual curves in such models. By expa...

詳細記述

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書誌詳細
出版年:Stat (Int Stat Inst)
主要な著者: Chen, Yakuan, Goldsmith, Jeff, Ogden, Todd
フォーマット: Artigo
言語:Inglês
出版事項: 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC4943585/
https://ncbi.nlm.nih.gov/pubmed/27429751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.106
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