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arxiv: 1210.4177 · v2 · pith:LLYGMXRUnew · submitted 2012-10-15 · 🧮 math.PR · math.ST· stat.TH

Bounds for the probability generating functional of a Gibbs point process

classification 🧮 math.PR math.STstat.TH
keywords pointprocessboundsfunctionalfunctionsgeneratinggibbsprobability
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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 like 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.

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