A Tutorial on Palm Distributions for Spatial Point Processes |
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| Authors: | Jean‐François Coeurjolly Jesper Møller Rasmus Waagepetersen |
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| Affiliation: | 1. Laboratory Jean Kuntzmann, Statistics Department, Batiment IMAG, Université Grenoble Alpes, France;2. Department of Mathematical Sciences, Aalborg University, Aalborg, Denmark |
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| 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. |
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| Keywords: | Cox process determinantal process Gibbs process joint intensities log Gaussian Cox process Palm likelihood reduced Palm distribution shot‐noise Cox process summary statistics |
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