TheoremBase

Poisson Clock with a Horizon

Statement

Let (Ω,F,P)(\Omega,\mathcal{F},P) be a probability space and let RR be either a real number with R>0R>0 or the symbol +∞+\infty; for a real number u≥0u\ge0 write u∧Ru\wedge R for the smaller of uu and RR, with u∧(+∞)=uu\wedge(+\infty)=u.

A Poisson clock with horizon RR on (Ω,F,P)(\Omega,\mathcal{F},P) is a stochastic process Y=(Yu)u≥0Y=(Y_u)_{u\ge0} on (Ω,F,P)(\Omega,\mathcal{F},P) such that:

1. for every ω∈Ω\omega\in\Omega the path u↦Yu(ω)u\mapsto Y_u(\omega) is a counting path;

2. YY has independent increments;

3. for all real 0≤s<t0\le s<t, the increment Yt−YsY_t-Y_s has the Poisson distribution with parameter (t∧R)−(s∧R)(t\wedge R)-(s\wedge R) (a nonnegative real number), in the sense of Distribution and Cumulative Distribution Function of a Random Variable.

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