Odd Generalized Exponential Power Function  Distribution: Properties & Applications

Amal HASSAN; Elsayed ELSHRPIENY; Rokaya MOHAMED

Makale detayları

Odd Generalized Exponential Power Function Distribution: Properties & Applications

Yazarlar:

Amal HASSAN | Elsayed ELSHRPIENY | Rokaya MOHAMED

Yayıncı:

Gazi University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Gazi University Journal of Science 2019 Vol.32 Issue 1, pp.351-370

Belge Tipi:

Makale

Yayın Tarihi:

2/2019

Belge Dili:

İngilizce

Document ID (Org No.):

2000428093

eISSN:

2147-1762

Özet:

 


In this
article we introduce and study a new four-parameter distribution, called odd
generalized exponential power function distribution based on the odd
generalized exponential generated family. The
proposed model serves as an extension of the two-parameter power distribution
as well as includes the odds exponential power function distribution as a new
sub-model. Expressions for the moments, probability weigthed moments,
quantile function, Bonferroni and Lorenz curves, Rényi entropy and order
statistics are obtained. The model parameters are estimated based on the
maximum likelihood and percentile methods of estimation. A simulation study is
carried out to evaluate and compare the performance of different estimators in
terms of their biases, standard errors and mean square errors. Eventually,
the practical importance and flexibility of the proposed distribution in
modelling real data application is examined.  It has
been concluded that the new distribution works better than some other extensions of the
power function distribution.


.

Makale detayları

Odd Generalized Exponential Power Function Distribution: Properties & Applications

Yazarlar: Amal HASSAN | Elsayed ELSHRPIENY | Rokaya MOHAMED

Yayıncı: Gazi University

Ana Başlıklar: Uygulamalı fizik

Dergi: Gazi University Journal of Science 2019 Vol.32 Issue 1, pp.351-370

Belge Tipi: Makale

Yayın Tarihi: 2/2019

Belge Dili: İngilizce

Document ID (Org No.): 2000428093

eISSN: 2147-1762

Sayı

Yazarlar:

Amal HASSAN | Elsayed ELSHRPIENY | Rokaya MOHAMED

Yayıncı:

Gazi University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Gazi University Journal of Science 2019 Vol.32 Issue 1, pp.351-370

Belge Tipi:

Makale

Yayın Tarihi:

2/2019

Belge Dili:

İngilizce

Document ID (Org No.):

2000428093

eISSN:

2147-1762