Parameter estimation for marked Gibbs point processes through the maximum pseudo-likelihood method

被引：0

作者：

Goulard, M ^{[1
]}

Sarkka, A ^{[1
]}

Grabarnik, P ^{[1
]}

机构：

[1] PUSHCHINO STATE UNIV,PUSHCHINO,RUSSIA

来源：

SCANDINAVIAN JOURNAL OF STATISTICS | 1996年 / 23卷 / 03期

关键词：

bivariate Gibbs point process; mark chemical activity; mark pair potential; pseudo-likelihood function; simulation experiment; Strauss disc process;

D O I：

暂无

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 general definition and derivation of the pseudo-likelihood function for marked Gibbs point processes are given. The maximum pseudo-likelihood method is illustrated by fitting some marked models to two data sets. In addition, a simulation study of statistical properties of the estimators is presented.

引用

页码：365 / 379

页数：15

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