Odd Generalized N-H Generated Family of Distributions With Application to Exponential Model

Authors

Zubair Ahmad, Yazd UniversityFollow
M. Elgarhy, Valley High Institute for Management Finance and Information SystemsFollow
Gholamhossein Hamedani, Marquette UniversityFollow
Nadeem Shafique Butt, King Abdul Aziz University

Document Type

Article

Publication Date

2020

Publisher

University of the Punjab

Source Publication

Pakistan Journal of Statistics and Operation Research

Source ISSN

1816-2711

Abstract

A new family of distributions called the odd generalized N-H is introduced and studied. Four new special models are presented. Some mathematical properties of the odd generalized N-H family are studied. Explicit expressions for the moments, probability weighted, quantile function, mean deviation, order statistics and Rényi entropy are investigated. Characterizations based on the truncated moments, hazard function and conditional expectations are presented for the generated family. Parameter estimates of the family are obtained based on maximum likelihood procedure. Two real data sets are employed to show the usefulness of the new family.

Comments

Published version. Pakistan Journal of Statistics and Operation Research, Vol. 16, No. 1 (2020): 53-71. DOI. © 2020 University of the Punjab. Used with permission.

Recommended Citation

Ahmad, Zubair; Elgarhy, M.; Hamedani, Gholamhossein; and Butt, Nadeem Shafique, "Odd Generalized N-H Generated Family of Distributions With Application to Exponential Model" (2020). Mathematical and Statistical Science Faculty Research and Publications. 74.
https://epublications.marquette.edu/math_fac/74