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On transmuted generalized linear exponential distribution.

Authors :
Ghosh, S.
Kataria, K. K.
Vellaisamy, P.
Source :
Communications in Statistics: Theory & Methods; 2021, Vol. 50 Issue 9, p1978-2000, 23p
Publication Year :
2021

Abstract

In this paper, we introduce a transmuted generalized linear exponential distribution (TGLED) through the quadratic rank transmutation function studied by Shaw and Buckley (2009). The TGLED includes exponential distribution (ED), linear exponential distribution (LED) and generalized linear exponential distribution (GLED) as sub-models. Various statistical properties like moments, the mode, quantile and hazard rate function are discussed. We also derive the expression for the stress-strength parameter and discuss its estimation procedure. Finally, some properties of the maximum likelihood estimators (MLE's) for the parameters are studied using simulated data and some applications of the proposed model to real data are also provided. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
50
Issue :
9
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
149906917
Full Text :
https://doi.org/10.1080/03610926.2019.1655577