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Transmuted generalized exponential distribution: A generalization of the exponential distribution with applications to survival data.

Authors :
Khan, Muhammad Shuaib
King, Robert
Hudson, Irene Lena
Source :
Communications in Statistics: Simulation & Computation. 2017, Vol. 46 Issue 6, p4377-4398. 22p.
Publication Year :
2017

Abstract

In this article, we investigate the potential usefulness of the three-parameter transmuted generalized exponential distribution for analyzing lifetime data. We compare it with various generalizations of the two-parameter exponential distribution using maximum likelihood estimation. Some mathematical properties of the new extended model including expressions for the quantile and moments are investigated. We propose a location-scale regression model, based on the log-transmuted generalized exponential distribution. Two applications with real data are given to illustrate the proposed family of lifetime distributions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
46
Issue :
6
Database :
Academic Search Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
124177102
Full Text :
https://doi.org/10.1080/03610918.2015.1118503