TheoremBase

Time Change of the Homogeneous Poisson Process

Statement

Let M=(Mu)u≥0M=(M_u)_{u\ge0} be a homogeneous Poisson process with rate 11 on a probability space (Ω,F,P)(\Omega,\mathcal{F},P), so that the mean function of MM is ΛM(u)=u\Lambda_M(u)=u for all u≥0u\ge0, and let λ:[0,∞)→R\lambda:[0,\infty)\to\mathbb{R} be an intensity function with mean function Λ\Lambda, in the sense of the same definition, where R\mathbb{R} is the set of real numbers. Define

Nt=MΛ(t)(t≥0).N_t=M_{\Lambda(t)}\qquad(t\ge0).

Then N=(Nt)t≥0N=(N_t)_{t\ge0} is an inhomogeneous Poisson process with intensity λ\lambda on the same probability space.

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