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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Format: | Others |
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DigitalCommons@USU
2009
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Online Access: | https://digitalcommons.usu.edu/etd/384 https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=1384&context=etd |