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Nonparametric testing of lack of dependence in functional linear models

An important inferential task in functional linear models is to test the dependence between the response and the functional predictor. The traditional testing theory was constructed based on the functional principle component analysis which requires estimating the covariance operator of the function...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Hu, Wenjuan, Lin, Nan, Zhang, Baoxue
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7319281/
https://ncbi.nlm.nih.gov/pubmed/32589640
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0234094
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