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Electronic Journal of Probability
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Point-shift foliation of a point process

Authors: Baccelli, Francois; Haji-Mirsadeghi, Mir-Omid;

Point-shift foliation of a point process

Abstract

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

Keywords

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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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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gold