The density ratio of Poisson binomial versus Poisson distributions

preprint2020arXivOpen access

Abstract

Let b(x)b(x) be the probability that a sum of independent Bernoulli random variables with parameters p1,p2,p3,…∈[0,1)p_1, p_2, p_3, \ldots \in [0,1) equals xx, where λ:=p1+p2+p3+⋯λ:= p_1 + p_2 + p_3 + \cdots is finite. We prove two inequalities for the maximal ratio b(x)/πλ(x)b(x)/π_λ(x), where πλπ_λ is the weight function of the Poisson distribution with parameter λλ.

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