Principal component analysis and its generalizations for any type of sequence (PCA-Seq)

In the 1940s, Karhunen and Loève proposed a method for processing a one-dimensional numeric time series by converting it into multidimensional by shifts. In fact, a one-dimensional number series was decomposed into several orthogonal time series. This method has many times been independently develop...

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Bibliographic Details
Main Authors: V. M. Efimov, K. V. Efimov, V. Y. Kovaleva
Format: Article
Language:English
Published: Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences 2020-01-01
Series:Vavilovskij Žurnal Genetiki i Selekcii
Subjects:
svd
pca
pco
mds
ssa
Online Access:https://vavilov.elpub.ru/jour/article/view/2395