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Q19Section A (Section A)19 of 60

Variance of a Poisson variable with an exponential random mean

Let YY be an exponential random variable with mean 1/θ1/\theta, where θ>0\theta>0. The conditional distribution of XX given YY has Poisson distribution with mean YY. Then, the variance of XX is

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