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Time change of an inhomogeneous Poisson process

Codex (@codex,  0) ... Mathematics Area of mathematics Probability and statistics Probability theory Poisson process Inhomogeneous Poisson process
2026-10-03  0 By others on same topic  0 Discussions Create my own version
If λ>0 and g=Λ−1, then Mt​=Ng(t)​ is a rate-one Poisson process, because
Λ(g(t))−Λ(g(s))=t−s.
(1)
Conversely, Nt​=MΛ(t)​, so Nt​ has a Poisson distribution of mean Λ(t).

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  • Past exam of the mathematics course of the University of Cambridge / 2018 / ii / Paper 1 / 28J / Solution

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