دورية أكاديمية

The Kumaraswamy Marshal-Olkin family of distributions

التفاصيل البيبلوغرافية
العنوان: The Kumaraswamy Marshal-Olkin family of distributions
المؤلفون: Morad Alizadeh, M.H. Tahir, Gauss M. Cordeiro, M. Mansoor, M. Zubair, G.G. Hamedani
المصدر: Journal of the Egyptian Mathematical Society, Vol 23, Iss 3, Pp 546-557 (2015)
بيانات النشر: SpringerOpen, 2015.
سنة النشر: 2015
المجموعة: LCC:Mathematics
مصطلحات موضوعية: Characterization, Estimation, Fréchet distribution, Kumaraswamy distribution, Marshall-Olkin family, Weibull distribution, Mathematics, QA1-939
الوصف: We introduce a new family of continuous distributions called the Kumaraswamy Marshal-Olkin generalized family of distributions. We study some mathematical properties of this family. Its density function is symmetrical, left-skewed, right-skewed and reversed-J shaped, and has constant, increasing, decreasing, upside-down bathtub, bathtub and S-shaped hazard rate. We present some special models and investigate the asymptotics and shapes of the family. We derive a power series for the quantile function and obtain explicit expressions for the moments, generating function, mean deviations, two types of entropies and order statistics. Some useful characterizations of the family are also proposed. The method of maximum likelihood is used to estimate the model parameters. We illustrate the importance of the family by means of two applications to real data sets.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1110-256X
Relation: http://www.sciencedirect.com/science/article/pii/S1110256X14001321; https://doaj.org/toc/1110-256X
DOI: 10.1016/j.joems.2014.12.002
URL الوصول: https://doaj.org/article/a12c63675edf4faf8e389412859bd235
رقم الأكسشن: edsdoj.12c63675edf4faf8e389412859bd235
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:1110256X
DOI:10.1016/j.joems.2014.12.002