Pseudolikelihood for Exponential Family Models of Spatial Point Processes
Open Access
- 1 August 1991
- journal article
- Published by Institute of Mathematical Statistics in The Annals of Applied Probability
- Vol. 1 (3) , 445-461
- https://doi.org/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.Keywords
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