A comparison of testing methods in scalar-on-function regression

A scalar-response functional model describes the association between a scalar response and a set of functional covariates. An important problem in the functional data literature is to test nullity or linearity of the effect of the functional covariate in the context of scalar-on-function regression....

Full description

Bibliographic Details
Main Authors: Alfaro-Córdoba, M. (Author), Maity, A. (Author), Staicu, A.-M (Author), Tekbudak, M.Y (Author)
Format: Article
Language:English
Published: Springer Verlag 2019
Subjects:
Online Access:View Fulltext in Publisher