TheoremBase

Existence of the Inhomogeneous Poisson Process

Statement

Let λ:[0,∞)→R\lambda:[0,\infty)\to\mathbb{R} be an intensity function in the sense of Stochastic Process, Independent Increments, and Inhomogeneous Poisson Process, where R\mathbb{R} is the set of real numbers. Then there exist a probability space (Ω,F,P)(\Omega,\mathcal{F},P) and an inhomogeneous Poisson process N=(Nt)t≥0N=(N_t)_{t\ge0} with intensity λ\lambda on it. In particular, for every real θ≥0\theta\ge0 there is a homogeneous Poisson process with rate θ\theta.

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