Goodness-of-Fit and Change-Point Tests for Functional Data

A test for independence and identical distribution of functional observations is proposed in this thesis. To reduce dimension, curves are projected on the most important functional principal components. Then a test statistic based on lagged cross--covariances of the resulting vectors is constructed....

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Bibliographic Details
Main Author: Gabrys, Robertas
Format: Others
Published: DigitalCommons@USU 2010
Subjects:
Online Access:https://digitalcommons.usu.edu/etd/658
https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=1654&context=etd