Optimality and efficiency of circular neighbor balanced designs for correlated observations

被引:29
作者
Filipiak, K [1 ]
Markiewicz, A [1 ]
机构
[1] Agri Univ Poznan, Dept Math & Stat Methods, PL-60637 Poznan, Poland
关键词
optimal experimental designs; interference model; circular neighbor balanced designs at distances 1 and 2; circular autoregressive process;
D O I
10.1007/s001840400321
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
The purpose of this paper is to apply the Kunert and Martin's (2000b) method for finding optimal designs into the case of dependence. Using this method we study optimality of circular neighbor balanced designs at distances 1 and 2 under the one-dimensional interference model with errors correlated according to a circular autoregressive process. We determine the efficiency of binary designs for specified values of correlation coefficient, for which these designs are not optimal.
引用
收藏
页码:17 / 27
页数:11
相关论文
共 12 条
[1]   Optimal nested row-column designs for blocks of size 2 x 2 under dependence [J].
Chauhan, N ;
Martin, RJ .
METRIKA, 2001, 53 (01) :1-14
[2]   Optimality of neighbour balanced designs [J].
Druilhet, P .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1999, 81 (01) :141-152
[3]   Optimality of neighbor balanced designs under mixed effects model [J].
Filipiak, K ;
Markiewicz, A .
STATISTICS & PROBABILITY LETTERS, 2003, 61 (03) :225-234
[4]  
Kiefer J., 1975, SURVEY STAT DESIGN L, P333
[5]   SOME RESULTS ON OPTIMAL-DESIGN UNDER A 1ST-ORDER AUTOREGRESSION AND ON FINITE WILLIAMS TYPE-II DESIGNS [J].
KUNERT, J ;
MARTIN, RJ .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1987, 16 (07) :1901-1922
[6]   Optimality of type I orthogonal arrays for cross-over models with correlated errors [J].
Kunert, J ;
Martin, RJ .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2000, 87 (01) :119-124
[7]  
Kunert J, 2000, ANN STAT, V28, P1728
[8]  
Kushner HB, 1997, ANN STAT, V25, P2328
[9]   Properties of information matrices for linear models and universal optimality of experimental designs [J].
Markiewicz, A .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1997, 59 (01) :127-137
[10]   On dependence structures preserving optimality [J].
Markiewicz, A .
STATISTICS & PROBABILITY LETTERS, 2001, 53 (04) :415-419