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Kumaraswamy Marshall-Olkin Exponential distribution
Authors:Roshini George  S Thobias
Institution:Department of Statistics, Loyola College (Autonomous), Chennai, Tamil Nadu, India
Abstract:In this paper, a new generalization of the Kumaraswamy distribution namely, the Kumaraswamy Marshall-Olkin Exponential distribution (KwMOE) is introduced and studied. Various properties are explored. The structural analysis includes various aspects such as limiting behaviour, shape properties, moments, quantiles, mean deviation, Renyi entropy, order statistics and stochastic ordering. Some useful characterizations of the family are also obtained. The method of maximum likelihood is used to estimate the model parameters. Monte Carlo simulation study is being conducted. An application to a real data set is presented for illustrative purposes.
Keywords:Characterization  Kumaraswamy distribution  Renyi entropy  Simulation  Stochastic ordering  
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