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Excess of Locally D-optimal Designs and Homothetic Transformations. / Grigoriev, Yu. D. ; Melas, V. B. ; Shpilev, P. V. .
в: Vestnik St. Petersburg University: Mathematics, Том 50, № 4, 17.12.2017, стр. 329-336.Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
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TY - JOUR
T1 - Excess of Locally D-optimal Designs and Homothetic Transformations
AU - Grigoriev, Yu. D.
AU - Melas, V. B.
AU - Shpilev, P. V.
N1 - Grigoriev, Y.D., Melas, V.B. & Shpilev, P.V. Excess of locally D-optimal designs and homothetic transformations. Vestnik St.Petersb. Univ.Math. 50, 329–336 (2017). https://doi.org/10.3103/S1063454117040082
PY - 2017/12/17
Y1 - 2017/12/17
N2 - The paper is devoted to the study of homothety’s influence on the number of optimal design support points under fixed values of a regression model’s parameters. The Ayen–Peters two-dimensional nonlinear in parameters model used in analytical chemistry is considered. It is shown that the number of optimal design support points must be greater than or equal to the number of parameters depending on certain conditions. The optimal designs with the minimal number of support points are constructed explicitly. Some numerical methods for constructing designs with greater number of points (we suggest to call them excess designs) are used.
AB - The paper is devoted to the study of homothety’s influence on the number of optimal design support points under fixed values of a regression model’s parameters. The Ayen–Peters two-dimensional nonlinear in parameters model used in analytical chemistry is considered. It is shown that the number of optimal design support points must be greater than or equal to the number of parameters depending on certain conditions. The optimal designs with the minimal number of support points are constructed explicitly. Some numerical methods for constructing designs with greater number of points (we suggest to call them excess designs) are used.
KW - избыточный план, локально D-оптимальные планы, преобразование гомотетии, модель Эйена-Петерса, метод исключения
KW - Excess designs
KW - locally D-optimal designs
KW - homothetic transformation
KW - Ayen–Peters model
KW - elimination method
M3 - Article
VL - 50
SP - 329
EP - 336
JO - Vestnik St. Petersburg University: Mathematics
JF - Vestnik St. Petersburg University: Mathematics
SN - 1063-4541
IS - 4
ER -
ID: 13941576