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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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Detalles Bibliográficos
Autores principales: Hu, Wenjuan, Lin, Nan, Zhang, Baoxue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319281/
https://www.ncbi.nlm.nih.gov/pubmed/32589640
http://dx.doi.org/10.1371/journal.pone.0234094