Open Access
August, 1991 Pseudolikelihood for Exponential Family Models of Spatial Point Processes
Jens Ledet Jensen, Jesper Moller
Ann. Appl. Probab. 1(3): 445-461 (August, 1991). DOI: 10.1214/aoap/1177005877

Abstract

The pseudolikelihood for general spatial point processes including marked point processes is derived, and some of its properties are investigated. In particular, we prove consistency of the maximum pseudolikelihood estimates for Markov processes of finite range.

Citation

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Jens Ledet Jensen. Jesper Moller. "Pseudolikelihood for Exponential Family Models of Spatial Point Processes." Ann. Appl. Probab. 1 (3) 445 - 461, August, 1991. https://doi.org/10.1214/aoap/1177005877

Information

Published: August, 1991
First available in Project Euclid: 19 April 2007

zbMATH: 0736.60045
MathSciNet: MR1111528
Digital Object Identifier: 10.1214/aoap/1177005877

Subjects:
Primary: 60G55
Secondary: 60J25

Keywords: Coding , consistency , exponential models , hardcore process , marked point processes , Markov point processes , pseudolikelihood , random processes of balls , spatial point processes , spatial statistics , Strauss process

Rights: Copyright © 1991 Institute of Mathematical Statistics

Vol.1 • No. 3 • August, 1991
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