Suppose that x has a Poisson distribution (see question 6) P() of mean and that, for
Question:
Suppose that x has a Poisson distribution (see question 6) P(λ) of mean λ and that, for given x, y has a binomial distribution B(x,π) of index x and parameter π.
(a) Show that the unconditional distribution of y is Poisson of mean
(b) Verify that the formula
derived in Section 1.5 holds in this case.
Question 6
Suppose that k ~ B(n,π) where n is large and π is small but nπ = λ has an intermediate value. Use the exponential limit ( 1 + x )n → ex to show that P(k = 0) ≌ e-λ and P(k = I) ≌ λe-λ . Extend this result to show that k is such that
that is, k is approximately distributed as a Poisson variable of mean λ.
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