Representation Theorem and Functional CLT for RKHS-Based Function-on-Function Regressions

Representation Theorem and Functional CLT for RKHS-Based Function-on-Function Regressions

We investigate a nonparametric, varying coefficient regression approach for modeling and estimating the regression effects caused by two functionally correlated datasets. Due to modern biomedical technology to measure multiple patient features during a time interval or intermittently at several disc...

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Bibliographic Details
Main Authors: Hengzhen Huang, Guangni Mo, Haiou Li, Hong-Bin Fang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Mathematics
Subjects:
functional data
hypothesis testing
regression function
reproducing kernel Hilbert space
sparsely observed data
Online Access:https://www.mdpi.com/2227-7390/10/14/2507

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https://www.mdpi.com/2227-7390/10/14/2507

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