On quasi-likelihood inference in generalized linear mixed models with two components of dispersion

被引：8

作者：

Sutradhar, BC ^{[1
]}

Prabhakar, R

机构：

[1] Mem Univ Newfoundland, Dept Math & Stat, St Johns, NF A1C 5S7, Canada

[2] Sri Sathya Sai Inst Higher Learning, Vidyagiri Prasanthi Nila 515134, Andhra Pradesh, India

来源：

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE | 2003年 / 31卷 / 04期

关键词：

consistency; efficiency; quasi-likelihood estimators; regression effects and variance components; rows and columns as sources of dispersion components;

D O I：

10.2307/3315854

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 authors propose a quasi-likelihood approach analogous to two-way analysis of variance for the estimation of the parameters of generalized linear mixed models with two components of dispersion. They discuss both the asymptotic and small-sample behaviour of their estimators, and illustrate their use with salamander mating data.

引用

页码：415 / 435

页数：21

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