Robust and efficient designs for the Michaelis-Menten model

被引:58
作者
Dette, H [1 ]
Biedermann, S [1 ]
机构
[1] Ruhr Univ Bochum, Dept Math, D-44780 Bochum, Germany
关键词
local D-optimality; Michaelis-Menten model; receptor assay; robust optimal design;
D O I
10.1198/016214503000000585
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
For the Michaelis-Menten model, we determine designs that maximize the minimum of the D-efficiencies over a certain interval for the nonlinear parameter. The best two point designs can be found explicitly, and a characterization is given when these designs are optimal within the class of all designs. In most cases of practical interest, the determined designs are highly efficient and robust with respect to misspecification of the nonlinear parameter. The results are illustrated and applied in an example of a hormone receptor assay.
引用
收藏
页码:679 / 686
页数:8
相关论文
共 29 条
[1]  
[Anonymous], RES DEV PROBABILITY
[2]   D-OPTIMUM DESIGNS FOR HETEROSCEDASTIC LINEAR-MODELS [J].
ATKINSON, AC ;
COOK, RD .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (429) :204-212
[3]  
Beverton R.J. H., 1993, On the Dynamics of Exploited fish Populations
[4]   FITTING RECTANGULAR HYPERBOLA [J].
BLISS, CI ;
JAMES, AT .
BIOMETRICS, 1966, 22 (03) :573-&
[5]  
Boer EPJ, 2000, STAT IND TECHNOL, P177
[6]   LOCALLY OPTIMAL DESIGNS FOR ESTIMATING PARAMETERS [J].
CHERNOFF, H .
ANNALS OF MATHEMATICAL STATISTICS, 1953, 24 (04) :586-602
[7]  
Cornish-Bowden A., 1995, FUNDAMENTALS ENZYME, V2
[8]   UNDERLYING STRUCTURE OF THE DIRECT LINEAR PLOT WITH APPLICATION TO THE ANALYSIS OF HORMONE-RECEPTOR INTERACTIONS [J].
CRESSIE, NAC ;
KEIGHTLEY, DD .
JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY, 1979, 11 (02) :1173-1180
[9]   ANALYZING DATA FROM HORMONE-RECEPTOR ASSAYS [J].
CRESSIE, NAC ;
KEIGHTLEY, DD .
BIOMETRICS, 1981, 37 (02) :235-249
[10]   ESTIMATING MICHAELIS-MENTEN PARAMETERS - BIAS, VARIANCE AND EXPERIMENTAL-DESIGN [J].
CURRIE, DJ .
BIOMETRICS, 1982, 38 (04) :907-919