A U-Statistic for Testing the Lack of Dependence in Functional Partially Linear Regression Model

The functional partially linear regression model comprises a functional linear part and a non-parametric part. Testing the linear relationship between the response and the functional predictor is of fundamental importance. In cases where functional data cannot be approximated with a few principal co...

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Bibliographic Details
Published in:Mathematics
Main Authors: Fanrong Zhao, Baoxue Zhang
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Subjects:
asymptotic normality
functional partially linear regression model
Nadaraya–Watson estimate
U-statistic
Online Access:https://www.mdpi.com/2227-7390/12/16/2588

Internet

https://www.mdpi.com/2227-7390/12/16/2588

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