On the developments of Maxwell-Dagum distribution
سال انتشار: 1400
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 158
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شناسه ملی سند علمی:
JR_JSMTA-2-2_001
تاریخ نمایه سازی: 19 اردیبهشت 1401
چکیده مقاله:
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-۱۹ 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.
کلیدواژه ها:
نویسندگان
Aliyu Ishaq
Department of Statistics, Faculty of Physical Sciences, Ahmadu Bello University, Zaria, Nigeria
Alfred Abiodun
Department of Statistics, Faculty of Physical Sciences, University of Ilorin, Ilorin, Nigeria