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This article is cited in 1 scientific paper (total 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.
Citation:
V. P. Kirlitsa, “$D$-optimal designs of experiments for trigonometric regression on interval with heteroscedastic observations”, Journal of the Belarusian State University. Mathematics and Informatics, 3 (2020), 80–85
Linking options:
https://www.mathnet.ru/eng/bgumi86 https://www.mathnet.ru/eng/bgumi/v3/p80
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