A New Extended-X Family of Distributions: Properties and Applications
المؤلفون المشاركون
Manzoor, Sadaf
Khan, Dost Muhammad
Ahmad, Zubair
Ilyas, Muhammad
Zichuan, Mi
Hussain, Saddam
Iftikhar, Anum
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-05-26
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
During the past couple of years, statistical distributions have been widely used in applied areas such as reliability engineering, medical, and financial sciences.
In this context, we come across a diverse range of statistical distributions for modeling heavy tailed data sets.
Well-known distributions are log-normal, log-t, various versions of Pareto, log-logistic, Weibull, gamma, exponential, Rayleigh and its variants, and generalized beta of the second kind distributions, among others.
In this paper, we try to supplement the distribution theory literature by incorporating a new model, called a new extended Weibull distribution.
The proposed distribution is very flexible and exhibits desirable properties.
Maximum likelihood estimators of the model parameters are obtained, and a Monte Carlo simulation study is conducted to assess the behavior of these estimators.
Finally, we provide a comparative study of the newly proposed and some other existing methods via analyzing three real data sets from different disciplines such as reliability engineering, medical, and financial sciences.
It has been observed that the proposed method outclasses well-known distributions on the basis of model selection criteria.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zichuan, Mi& Hussain, Saddam& Iftikhar, Anum& Ilyas, Muhammad& Ahmad, Zubair& Khan, Dost Muhammad…[et al.]. 2020. A New Extended-X Family of Distributions: Properties and Applications. Computational and Mathematical Methods in Medicine،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1139447
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zichuan, Mi…[et al.]. A New Extended-X Family of Distributions: Properties and Applications. Computational and Mathematical Methods in Medicine No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1139447
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zichuan, Mi& Hussain, Saddam& Iftikhar, Anum& Ilyas, Muhammad& Ahmad, Zubair& Khan, Dost Muhammad…[et al.]. A New Extended-X Family of Distributions: Properties and Applications. Computational and Mathematical Methods in Medicine. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1139447
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1139447
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر