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Kolmogorov-Smirnov Type Test-Statistics For The Gamma,Erlang-2 And The Inverse Gaussian Distributions When The Parameters Are Unknown.
Authors:Pandu R Tadikamalla
Institution:Katz Graduate School of Business , University of Pittsburgh , 15260, Pittsburgh, PA
Abstract:Critical values are presented for the Kolmogorov-Smirnov type test statistics for the following three cases: (i) the gamma distribution when both the scale and the shape parameters are not known, (ii) the scale parameter of the gamma distribution is not known and (iii) the inverse Gaussian distribution when both the parameters are unknown. This study was motivated by the necessity to fit the gamma, the Erlang-2 and the inverse Gaussian distributions to the interpurchase times of individuals for coffee in marketing research.
Keywords:Kolmogorov-Smirnov test  gamma distribution  inverse Gaussian distribution  simulation
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