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

页码：431 / 446

页数：16

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