Pseudolikelihood for Exponential Family Models of Spatial Point Processes

Authors
Jensen, Jens Ledet Moller, Jesper
Citation
Jensen, Jens Ledet et Moller, Jesper, Pseudolikelihood for Exponential Family Models of Spatial Point Processes, Annals of applied probability , 1(3), 1991, pp. 445-461
Journal title
Annals of applied probability → ACNP
ISSN journal
10505164
Volume
1
Issue
3
Year of publication
1991
Pages
445 - 461
Database
ACNP
SICI code
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.