A-;
D- and E-optimality;
autocorrelation;
information matrix;
intraclass correlation;
prediction;
quadratic model;
quadratic regression;
D O I:
10.1016/S0378-3758(97)00130-4
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:
This is a follow up of a recent paper on the study of the optimality aspects of linear growth models with correlated errors. In this paper, we examine optimality aspects of quadratic growth models with correlated errors and provide optimal designs for parameter estimation and growth prediction. In the former case we examine A-, D-and E-optimal designs and in the latter case we examine A-optimal designs, under two different correlation structures. In the process: we also examine the robustness of optimal designs with respect to the values of the correlation coefficient. (C) 1998 Elsevier Science B.V. All rights reserved.