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The density ratio of Poisson binomial versus Poisson distributions

Lutz Dümbgen and Jon A. Wellner

Statistics & Probability Letters, 2020, vol. 165, issue C

Abstract: Let b(x) be the probability that a sum of independent Bernoulli random variables with parameters p1,p2,p3,…∈[0,1) equals x, where λ≔p1+p2+p3+⋯ is finite. We prove two inequalities for the maximum of the density ratio b(x)∕πλ(x), where πλ is the probability mass function of the Poisson distribution with parameter λ.

Keywords: Poisson approximation; Relative errors; Total variation distance (search for similar items in EconPapers)
Date: 2020
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Citations: View citations in EconPapers (1)

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DOI: 10.1016/j.spl.2020.108862

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