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The negative binomial model is an important and flexible two parameter distribution that models data from many application areas. Here we re-examine tests of fit for the negative binomial distribution that were introduced by Anscombe (1950); they are based on a dispersion statistic U and a third moment statistic T. Small sample power calculations are given for U and T. We are not aware that such powers...
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