Pseudo-likelihood approach for pair potential estimation of Gibbs processes

This work concentrates on pair potential estimation of unmarked and marked Gibbs point processes through the pseudo-likelihood method. The estimation equations are derived for discretely and continuously marked Gibbs processes on bounded subsets of Rd and applied to the analysis of three empirical d...

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Bibliographic Details
Main Author: Särkkä, Aila
Format: Doctoral dissertation
Language:eng
Published: 1993
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/103855