JOURNAL ARTICLE

POISSON APPROXIMATION FOR INDEPENDENT NEGATIVE BINOMIAL RANDOM VARIABLES

K. Teerapabolarn

Year: 2014 Journal:   International Journal of Pure and Apllied Mathematics Vol: 93 (6)   Publisher: Academic Publications

Abstract

We give a bound for the total variation distance between the distribution of a sum of independent negative binomial random variables and an appropriate Poisson distribution with mean n i=1 r i q i p i , where r i and p i = 1q i are parameters of each negative binomial distribution.It is indicated that the distribution of the sum can be approximated by the Poisson distribution with this mean when each r i q i is small.

Keywords:
Negative binomial distribution Poisson distribution Mathematics Statistics Binomial (polynomial) Poisson binomial distribution Random variable Binomial distribution Negative multinomial distribution Count data Econometrics Applied mathematics Beta-binomial distribution

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Topics

Probability and Risk Models
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability
Random Matrices and Applications
Physical Sciences →  Mathematics →  Statistics and Probability

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