Abstract: The influence of an affine transformation of the design space on the number of support points in a D-optimal design is studied for a two-dimensional polynomial regression model. For a full-rank model of n degree, a result is obtained that determines the structure of the D-optimal design. It is proven that for a region of design space that is symmetric about zero, the optimal design is symmetric as well. This result significantly reduces the dimensionality of the optimization problem and forms the basis of an algorithm developed by me for finding D-optimal designs for rank-deficient models in nonsymmetric design regions. The D efficiency of designs concentrated at equidistant points is investigated. © Pleiades Publishing, Ltd. 2024. ISSN 1063-4541, Vestnik St. Petersburg University, Mathematics, 2024, Vol. 57, No. 3, pp. 368–376. Pleiades Publishing, Ltd., 2024. Russian Text The Author(s), 2024, published in Vestnik Sankt-Peterburgskogo Universiteta: Matematika, Mekhanika, Astronomiya, 2024, Vol. 11, No. 3, pp. 537–548.
Original languageEnglish
Pages (from-to)368-376
Number of pages9
JournalVestnik St. Petersburg University: Mathematics
Volume57
Issue number3
DOIs
StatePublished - 1 Sep 2024

    Research areas

  • D efficiency, D-optimal designs, multivariate regression models, two-dimensional polynomial regression models

ID: 126219862