MODIFICATION OF THE DECOMPOSITION METHOD OF CONSTRUCTING MULTIVARIATE POLYNOMIAL REGRESSION WHICH IS LINEAR WITH RESPECT TO UNKNOWN COEFFICIENTS

MODIFICATION OF THE DECOMPOSITION METHOD OF CONSTRUCTING MULTIVARIATE POLYNOMIAL REGRESSION WHICH IS LINEAR WITH RESPECT TO UNKNOWN COEFFICIENTS

The authors created a universal method of constructing multivariate polynomial regression given by a redundant representation. The method is synthetic, it organically combines a decomposition method and the modified group method of data handling. First, the decomposition method is implemented, it co...

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Bibliographic Details
Main Authors: Alexander Pavlov, Maxim Holovchenko, Valeriia Drozd
Format: Article
Language:English
Published: National Technical University Kharkiv Polytechnic Institute 2024-12-01
Series:Вісник Національного технічного університету "ХПÌ": Системний аналіз, управління та інформаційні технології
Subjects:
regression analysis
multivariate polynomial regression
redundant representation
decomposition method
individual algorithm
least squares method
Online Access:http://samit.khpi.edu.ua/article/view/320127
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