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arxiv: 1210.4402 · v2 · pith:BHPBETO5new · submitted 2012-10-16 · 🧮 math.ST · stat.TH

Poisson intensity parameter estimation for stationary Gibbs point processes of finite interaction range

classification 🧮 math.ST stat.TH
keywords gibbsintensityparameterpointpoissonstationaryassumptionsasymptotic
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We introduce a semi-parametric estimator of the Poisson intensity parameter of a spatial stationary Gibbs point process. Under very mild assumptions satisfied by a large class of Gibbs models, we establish its strong consistency and asymptotic normality. We also consider its finite-sample properties in a simulation study.

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