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on the developments of maxwell-dagum distribution
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نویسنده
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ishaq aliyu ,abiodun alfred
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منبع
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journal of statistical modelling: theory and applications - 2021 - دوره : 2 - شماره : 2 - صفحه:1 -23
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چکیده
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The maxwell-dagum distribution is a continuous statistical distribution suitable for modeling data sets relating to various fields including finance, business, medical sciences, survival analysis, and related areas. this article aimed to propose some important properties of the maxwell-dagum distribution and obtained the parameters of its estimates by using different methods of estimation including maximum likelihood estimation, the maximum product of spacings, least squares estimation, and weighted least squares estimation. the first and second derivatives of this distribution are studied. we present two real data sets relating to the covid-19 mortality rate belonging to canada and the waiting time of bank customers to assess the performance of the proposed distribution. it is discovered that the maxwell-dagum distribution can be chosen as the best distribution by having a minimum value of akaike information and bayesian information criteria.
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کلیدواژه
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maxwell-dagum distribution ,order statistics ,q-entropy ,renyi entropy ,stress-strength
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آدرس
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ahmadu bello university, department of statistics, nigeria, university of ilorin, department of statistics, nigeria
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پست الکترونیکی
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alfredabiodun1@gmail.com
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Authors
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