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A Discrete Kumaraswamy Marshall-Olkin Exponential Distribution
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نویسنده
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gillariose jiju ,tomy lishamol ,jamal farrukh ,chesneau christophe
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منبع
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journal of the iranian statistical society - 2021 - دوره : 20 - شماره : 2 - صفحه:129 -152
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چکیده
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Finding new families of distributions has become a popular tool in statistical research. in this article, we introduce a new flexible four-parameter discrete model based on the marshall-olkin approach, namely, the discrete kumaraswamy marshall-olkin exponential distribution. the proposed distribution can be viewed as another generalization of the geometric distribution and enfolds some important distributions as special cases. some properties of the new distribution are derived. the model parameters are estimated by the maximum likelihood method, with validation through a complete simulation study. the usefulness of the new model is illustrated via counttype real data sets.
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کلیدواژه
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Discrete Distributions ,Exponential Distribution ,Generalized Family ,Geo-metric Distribution ,Marshall-Olkin Extended Distribution ,Maximum Likelihood Estimation
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آدرس
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christ (deemed to be university), department of statistics, India, deva matha college, department of statistics, India, islamia university of bahawalpur, department of statistics, Pakistan, université de caen, laboratoire de mathématiques nicolas oresme (lmno), France
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پست الکترونیکی
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christophe.chesneau@gmail.com
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Authors
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