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A Kernel Version of Functional Principal Component Analysis

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Górecki T., Krzyśko M.
Statistics in Transition new series
|
2012
|
vol. 13
|
issue 3
559-668
EN
In this paper a new construction of functional principal components (FPCA) is proposed, based on principal components for vector data. A kernel version of FPCA is also presented. The quality of the two described methods was tested on 20 different data sets.
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