A tutorial on Palm distributions for spatial point processesReport as inadecuate

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* Corresponding author 1 FIGAL - Fiabilité et Géométrie Aléatoire LJK - Laboratoire Jean Kuntzmann 2 Department of Mathematical Sciences Aalborg

Abstract : This tutorial provides an introduction to Palm distributions for spatial point processes. Initially, in the context of finite point processes, we give an explicit definition of Palm distributions in terms of their density functions. Then we review Palm distributions in the general case. Finally we discuss some examples of Palm distributions for specific models and some applications.

Keywords : log Gaussian Cox process joint intensities determinantal process Cox process Gibbs process Palm likelihood reduced Palm distribution shot noise Cox process summary statistics

Author: Jean-François Coeurjolly - Jesper Møller - Rasmus Waagepetersen -

Source: https://hal.archives-ouvertes.fr/


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