Authors: Dette, Holger
Franke, Tobias
Title: Constrained D - and D 1-optimal designs for polynomial regression
Language (ISO): en
Abstract: In the common polynomial regression model of degree m we consider the problem of determining the D- and D1 -optimal designs subject to certain constraints for the D1 - efficiencies in the models of degree m
In the common polynomial regression model of degree m we consider the problem of determining the D- and D1-optimal designs subject to certain constraints for the D_1-efficiencies in the models of degree m - j;m - j + 1 ; : : : ;m+ k (m > j>=0; k>=0 given). We present a complete solution of these problems, which on the one hand allow a fast computation of the constrained optimal designs and on the other hand give an answer to on a combination of general equivalence theory with the theory of canonical moments. In the case of equal bounds for the D_1-effciencies the constrained optimal designs can be found explicitly by an application of recent results for associated orthogonal polynomials.
Subject Headings: constrained optimal designs
polynomial regression
D- and D_1-optimal designs
associated orthogonal polynomials
URI: http://hdl.handle.net/2003/5044
http://dx.doi.org/10.17877/DE290R-15125
Issue Date: 2000
Publisher: Universitätsbibliothek Dortmund
Appears in Collections:Sonderforschungsbereich (SFB) 475

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