Random effect threshold models for dose-response relationships with repeated measurements

被引：12
|
作者：
Brockhoff, PM
Muller, HG
机构：
[1] UNIV CALIF DAVIS,DIV STAT,DAVIS,CA 95616
[2] UNIV COPENHAGEN,FREDERIKSBERG,DENMARK
来源：
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL | 1997年 / 59卷 / 02期
关键词：
binomial regression; forced choice experiment; generalized linear model; iterated weighted least squares; likelihood; overdispersion; quasi-likelihood; sensory experiment; variance component;
D O I：
10.1111/1467-9868.00077
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：
A random threshold model for dose-response designs with repeated measurements is introduced. Inference procedures for this model are discussed. The framework of generalized linear models is used to propose a quasi-likelihood inference procedure. The feasibility of this approach is illustrated with the analysis of food science data concerning a forced choice sensory experiment.
引用
收藏
页码：431 / 446
页数：16
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