
arXiv: 1601.03653
A point-shift $F$ maps each point of a point process $Φ$ to some point of $Φ$. For all translation invariant point-shifts $F$, the $F$-foliation of $Φ$ is a partition of the support of $Φ$ which is the discrete analogue of the stable manifold of $F$ on $Φ$. It is first shown that foliations lead to a classification of the behavior of point-shifts on point processes. Both qualitative and quantitative properties of foliations are then established. It is shown that for all point-shifts $F$, there exists a point-shift $F_\bot$, the orbits of which are the $F$-foils of $Φ$, and which are measure-preserving. The foils are not always stationary point processes. Nevertheless, they admit relative intensities with respect to one another.
36 pages, 1 figure
Palm probability, Dynamics induced by group actions other than \(\mathbb{Z}\) and \(\mathbb{R}\), and \(\mathbb{C}\), 37C85, allocation rule, mass transport principle, Probability (math.PR), point-shift, dynamical system, Stationary stochastic processes, point-map, stationarity, FOS: Mathematics, 60G57, 60G55, Point processes (e.g., Poisson, Cox, Hawkes processes), 37C85, 60G10, 60G55, 60G57, 60G10, Mathematics - Probability, stable manifold, Random measures, point process
Palm probability, Dynamics induced by group actions other than \(\mathbb{Z}\) and \(\mathbb{R}\), and \(\mathbb{C}\), 37C85, allocation rule, mass transport principle, Probability (math.PR), point-shift, dynamical system, Stationary stochastic processes, point-map, stationarity, FOS: Mathematics, 60G57, 60G55, Point processes (e.g., Poisson, Cox, Hawkes processes), 37C85, 60G10, 60G55, 60G57, 60G10, Mathematics - Probability, stable manifold, Random measures, point process
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