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.
Publié le : 1991-08-14
Classification:
Coding,
consistency,
exponential models,
hardcore process,
marked point processes,
Markov point processes,
pseudolikelihood,
random processes of balls,
spatial point processes,
spatial statistics,
Strauss process,
60G55,
60J25
@article{1177005877,
author = {Jensen, Jens Ledet and Moller, Jesper},
title = {Pseudolikelihood for Exponential Family Models of Spatial Point Processes},
journal = {Ann. Appl. Probab.},
volume = {1},
number = {4},
year = {1991},
pages = { 445-461},
language = {en},
url = {http://dml.mathdoc.fr/item/1177005877}
}
Jensen, Jens Ledet; Moller, Jesper. Pseudolikelihood for Exponential Family Models of Spatial Point Processes. Ann. Appl. Probab., Tome 1 (1991) no. 4, pp. 445-461. http://gdmltest.u-ga.fr/item/1177005877/