D-optimal design;
Implicit function theorem;
Polynomial regression;
Recursive algorithm;
Taylor expansion;
Trigonometric regression;
FOURIER REGRESSION;
MODELS;
D O I:
10.1016/j.jspi.2013.01.013
中图分类号:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号:
020208 ;
070103 ;
0714 ;
摘要:
Consider the D-optimal designs for a combined polynomial and trigonometric regression on a partial circle. It is shown that the optimal design is equally supported and the structure of the optimal design depends only on the length of the design interval and the support points are analytic functions of this parameter. Moreover, the Taylor expansion of the optimal support points can be determined efficiently by a recursive procedure. Examples are presented to illustrate the procedures for computing the optimal designs. (C) 2013 Elsevier B.V. All rights reserved.
机构:
Tohoku Univ, Grad Sch Informat Sci, Aoba Ku, Sendai, Miyagi 9808579, JapanTohoku Univ, Grad Sch Informat Sci, Aoba Ku, Sendai, Miyagi 9808579, Japan
机构:
TEI Athens, Dept Math, Athens, GreeceHellen AF Acad, Dekelia Air Base, Dept Math Nat Sci, Tatoi, Attica, Greece
Kitsos, Christos P.
Kolovos, Konstantinos G.
论文数: 0引用数: 0
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机构:
Hellen AF Acad, Dekelia Air Base, Dept Math Nat Sci, Tatoi, Attica, GreeceHellen AF Acad, Dekelia Air Base, Dept Math Nat Sci, Tatoi, Attica, Greece