Point processes in general position
Hans Zessin
Abstract
Hans Zessin
Abstract
The aim of this note is to introduce for point processes in ℝ d the notions general position and reinforced general position, and to characterize these processes. As a consequence we show that Poisson processes P ρ with an infinite intensity measures ρ are in general position iff ρ is diffuse in the sense that any affine subspace of dimension d − 1 is a ρ-nullset. Moreover, P ρ is in reinforced general position iff in addition any (d − 1)-sphere is a ρ-nullset.
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The aim of this note is to introduce for point processes in ℝ d the notions general position and reinforced general position, and to characterize these processes. As a consequence we show that Poisson processes P ρ with an infinite intensity measures ρ are in general position iff ρ is diffuse in the sense that any affine subspace of dimension d − 1 is a ρ-nullset. Moreover, P ρ is in reinforced general position iff in addition any (d − 1)-sphere is a ρ-nullset.
Key concepts: General position, Position (finance), Mathematics, Affine transformation, Dimension (graph theory), Point (geometry), Subspace topology, Poisson distribution