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A New Two-parameter Distribution-G Family: Properties and Applications.

Authors :
Khaoula, AIDI
Ahmad, Abd EL-Baset A.
N., Seddik-Ameur
Source :
Electronic Journal of Applied Statistical Analysis; 2023, Vol. 16 Issue 3, p614-638, 25p
Publication Year :
2023

Abstract

In this paper, a new family of lifetime distributions called new two-parameter distribution-G family is introduced. This family includes some new distributions such as new two-parameter distribution -generalized linear exponential family. Some statistical properties of the proposed distribution are obtained, such as the hazard rate function, moments, moment generating function and order statistics. We discuss the estimation of the distribution parameters by method of maximum likelihood in both of complete and right censored cases. A modified criteria test is developed to fit this new model when the parameters are unknown and data are right censored. The performances of the methods used are demonstrated by an intensive simulation study whether the usefulness and the versatility in practical applications of this distribution is illustrated by means of real data sets. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20705948
Volume :
16
Issue :
3
Database :
Complementary Index
Journal :
Electronic Journal of Applied Statistical Analysis
Publication Type :
Academic Journal
Accession number :
177133202
Full Text :
https://doi.org/10.1285/i20705948v16n3p614