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Journal of the Belarusian State University. Mathematics and Informatics, 2019, Volume 2, Pages 27–33
DOI: https://doi.org/10.33581/2520-6508-2019-2-27-33
(Mi bgumi93)
 

This article is cited in 2 scientific papers (total in 2 papers)

Theory of probability and Mathematical statistics

Construction $D$-optimal designs of experiments for linear multiple regression with heteroscedastic observations

V. P. Kirlitsa

Belarusian State University, 4 Niezaliežnasci Avenue, Minsk 220030, Belarus
Full-text PDF (474 kB) Citations (2)
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Abstract: In article the problem of construction exact $D$-optimal designs of experiments for linear multiple 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 $D$-optimal continues designs of experiments. For linear multiple regression with three factors it is constructed five different types of $D$-optimal continues designs of experiments with heteroscedastic observations. For each of these types the own class of functions describing change variance of observations is defined.
Keywords: exact $D$-optimal designs of experiments; linear multiple regressions; homoscedastic observations; heteroscedastic observations; saturated optimal designs.
Received: 22.02.2019
Document Type: Article
UDC: 519.4
Language: Russian
Citation: V. P. Kirlitsa, “Construction $D$-optimal designs of experiments for linear multiple regression with heteroscedastic observations”, Journal of the Belarusian State University. Mathematics and Informatics, 2 (2019), 27–33
Citation in format AMSBIB
\Bibitem{Kir19}
\by V.~P.~Kirlitsa
\paper Construction $D$-optimal designs of experiments for linear multiple regression with heteroscedastic observations
\jour Journal of the Belarusian State University. Mathematics and Informatics
\yr 2019
\vol 2
\pages 27--33
\mathnet{http://mi.mathnet.ru/bgumi93}
\crossref{https://doi.org/10.33581/2520-6508-2019-2-27-33}
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  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Journal of the Belarusian State University. Mathematics and Informatics
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