Testing and Estimation for Functional Data with Applications to Magnetometer Records

The functional linear model, $Y_n = Psi X_n + varepsilon_n$, with functional response and explanatory variables is considered. A simple test of the nullity of $Psi$ based on the principal component decomposition is proposed. The test statistic has asymptotic chi-squared distribution, which is also a...

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Bibliographic Details
Main Author: Maslova, Inga
Format: Others
Published: DigitalCommons@USU 2009
Subjects:
Online Access:https://digitalcommons.usu.edu/etd/384
https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=1384&context=etd