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On A method for selecting a distributional model
Authors:Russell F. Kappenman
Affiliation:Northwest and Alaska Fisheries Center , Seattle, 98112, Washington
Abstract:A method for selecting a distributional model for a random variable, given a random sample of observations of it, is studied for various cases. The problems considered include those of choosing between the Weibull and lognormal distributions, between the lognormal and gamma distributions, and between the gamma and Weibull distributions, as well as choosing one of the three. Simulation studies were performed to estimate probabilities of correct selection for the method when it is applied to these problems
Keywords:gamma distributions likelihood function  lognormal distribution  Monte Carlo simulations probability of correct selection  Weibull distribution
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