Regression of Experimental Data Using an Orthogonalized Polynomial

Abstract: A quantitative comparison is made between two regression algorithms based on orthogonalized and non-orthogonal polynomials. An algorithm for modeling experimental measurements of the rates of chemical reactions is constructed as a test. The advantages of using an orthogonalized polynomial are shown. © 2022, Allerton Press, Inc.

Authors
Topor O.I. , Belov A.A. , Borodachev L.V.
Journal
Bulletin of the Russian Academy of Sciences: Physics
Number of issue
11
Language
English
Pages
1320-1323
Status
Published
Link
External link
DOI
10.3103/S1062873822110314
Volume
86
Year
2022
Organizations
  • 1 Faculty of Physics, Moscow State University, Moscow, 119991, Russian Federation
  • 2 Peoples’ Friendship University of Russia (RUDN University), Moscow, 117198, Russian Federation
Keywords
Measurements of; Non-orthogonal; Orthogonal polynomial; Quantitative comparison; Rate of chemical reaction; Regression algorithms; Polynomials
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