Fred collects stamps. There is a set of two, the 1d green and the 2d blue of 1896, that he particularly wants to obtain. Starting at time 0, examples of the 1d turn up as a Poisson process with rate X₁ per year, while examples of the 2d turn up as an independent Poisson process with rate λ₂ per year. Find the expectation of the time (in years) required to obtain at least one example of each (slightly tricky). [Hint: one possibility here is to use the Superposition Theorem, and condition on whether the 1d or the 2d turns up first.]

A First Course in Probability (10th Edition)
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Chapter1: Combinatorial Analysis
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Stochastic process, Poisson process. 

Fred collects stamps. There is a set of two, the 1d green and the 2d blue of 1896,
that he particularly wants to obtain. Starting at time 0, examples of the 1d turn up
as a Poisson process with rate X₁ per year, while examples of the 2d turn up as an
independent Poisson process with rate A2 per year. Find the expectation of the time
(in years) required to obtain at least one example of each (slightly tricky). [Hint:
one possibility here is to use the Superposition Theorem, and condition on whether
the 1d or the 2d turns up first.]
Transcribed Image Text:Fred collects stamps. There is a set of two, the 1d green and the 2d blue of 1896, that he particularly wants to obtain. Starting at time 0, examples of the 1d turn up as a Poisson process with rate X₁ per year, while examples of the 2d turn up as an independent Poisson process with rate A2 per year. Find the expectation of the time (in years) required to obtain at least one example of each (slightly tricky). [Hint: one possibility here is to use the Superposition Theorem, and condition on whether the 1d or the 2d turns up first.]
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