Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes

Details Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes

2006-01-04

arxiv.org/abs/math/0601065v1

Mathematics

Statistics Theory

29 pages - 2 figures

Scientific paper

This paper is devoted to the estimation of a vector parametrizing an energy function associated to some "Nearest-Neighbours" Gibbs point process, via the pseudo-likelihood method. We present some convergence results concerning this estimator, that is strong consistency and asymptotic normality, when only a single realization is observed. Sufficient conditions are expressed in terms of the local energy function and are verified on some examples.

Affiliated with

Also associated with

No associations

Rating

Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Maximum pseudo-likelihood estimator for nearest-neighbours Gibbs point processes will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-306110