EXISTENCE OF MLES FOR DISCRETE LINEAR EXPONENTIAL MODELS

被引：7

作者：

AICKIN, M

机构：

来源：

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS | 1979年 / 31卷 / 01期

关键词：

AMS 1970 subject classifications: Primary 62F10; Secondary; 62J99; categorical data; contingency tables; Log-linear models; maximum likelihood;

D O I：

10.1007/BF02480268

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：

Necessary and sufficient conditions are given for the existence of an MLE for log-linear and regression models for contingency tables. A partial compactification of the parameter space is used to elucidate a more abstract compactification given by Lauritzen [14]. A modification of the Newton-Raphson approximation yields MLEs in the partial compactification. © 1979 Kluwer Academic Publishers.

引用

页码：103 / 113

页数：11