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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...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat (Int Stat Inst)
Main Authors: Chen, Yakuan, Goldsmith, Jeff, Ogden, Todd
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop: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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