We derive explicit lower and upper bounds for the probability generating functional of a stationary locally stable Gibbs point process, which can be applied to summary statistics such as the F function. For pairwise interaction processes we obtain further estimates for the G and K functions, the intensity, and higher-order correlation functions. The proof of the main result is based on Stein's method for Poisson point process approximation
We obtain upper bounds for the total variation distance between the distributions of two Gibbs point...
International audienceWe introduce a semi-parametric estimator of the Poisson intensity parameter of...
This work improves the existing central limit theorems (CLTs) on Gibbs processes in three aspects. F...
International audienceThis paper is concerned with the almost sure control of functionals of station...
International audienceThis paper is concerned with the almost sure control of functionals of station...
The paper deals with the Gibbs point processes, which are usually used to model interaction between ...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
International audienceThe purpose of this paper is a statistical study of spatial Gibbs point proces...
Among models, allowing to introduce interaction between points, we find the large class of Gibbs mod...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
The intensity of a Gibbs point process model is usually an intractable function of the model paramet...
We obtain upper bounds for the total variation distance between the distributions of two Gibbs point...
International audienceWe introduce a semi-parametric estimator of the Poisson intensity parameter of...
This work improves the existing central limit theorems (CLTs) on Gibbs processes in three aspects. F...
International audienceThis paper is concerned with the almost sure control of functionals of station...
International audienceThis paper is concerned with the almost sure control of functionals of station...
The paper deals with the Gibbs point processes, which are usually used to model interaction between ...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
International audienceThe purpose of this paper is a statistical study of spatial Gibbs point proces...
Among models, allowing to introduce interaction between points, we find the large class of Gibbs mod...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
summary:In the paper asymptotic properties of functionals of stationary Gibbs particle processes are...
The intensity of a Gibbs point process model is usually an intractable function of the model paramet...
We obtain upper bounds for the total variation distance between the distributions of two Gibbs point...
International audienceWe introduce a semi-parametric estimator of the Poisson intensity parameter of...
This work improves the existing central limit theorems (CLTs) on Gibbs processes in three aspects. F...