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JOURNALS // Journal of the Belarusian State University. Mathematics and Informatics // Archive

Journal of the Belarusian State University. Mathematics and Informatics, 2020 Volume 3, Pages 80–85 (Mi bgumi86)

This article is cited in 1 paper

Short communications

$D$-optimal designs of experiments for trigonometric regression on interval with heteroscedastic observations

V. P. Kirlitsa

Belarusian State University, 4 Niezaliežnasci Avenue, Minsk 220030, Belarus

Abstract: In article the problem of construction continuous (number of observations is not fixed) $D$-optimal designs of experiments for trigonometric regression in a case when variance of errors of observations depend on a point in which is made is investigated. Class of functions which describe change variance of heteroscedastic observations is defined for which it is possible construct continuous $D$-optimal designs of experiments. For trigonometric regression with three factors it is constructed continuous $D$-optimal designs of experiments with different types heteroscedastic observations. For each of these types the own class of functions describing change variance of observations is defined.

Keywords: continuous $D$-optimal designs of experiments; trigonometric regression; homoscedastic observations; heteroscedastic observations.

UDC: 519.4

DOI: 10.33581/2520-6508-2020-3-80-85



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