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JOURNALS // Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy // Archive

Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 2020 Volume 7, Issue 2, Pages 331–342 (Mi vspua194)

This article is cited in 2 papers

MATHEMATICS

Constructing c-optimal designs for polynomial regression with no intercept

V. B. Melas, P. V. Shpilev

St. Petersburg State University, 7-9, Universitetskaya nab., St. Petersburg, 199034, Russian Federation

Abstract: The paper is devoted to the problem of constructing c-optimal design for polynomial regression with no intercept. A special case of $c = f'(z)$ is considered (i. e., the vector of derivatives of regression functions at some point $z$ is selected as the vector $c$). A brief review of the analytical results are available in the literature is given. An effective numerical method for constructing $f'(z)$-optimal designs is proposed in those cases when an analytical solution cannot be provided.

Keywords: c-optimal designs, $f'(z)$-optimal designs, optimal designs for estimating the slope, polynomial regression models with no intercept.

UDC: 524.19

MSC: 62K05

Received: 03.11.2019
Revised: 13.11.2019
Accepted: 12.12.2019

DOI: 10.21638/11701/spbu01.2020.215


 English version:
Vestnik St. Petersburg University, Mathematics, 2020, 7:2, 223–231


© Steklov Math. Inst. of RAS, 2024