The Gompertz extended generalized exponential distribution: properties and applications
In this article, a new class of distribution of the exponential fam- ily of distributions called the Gompertz extended generalized exponential (G- EGE) distribution for life time processes is proposed. The mathematical prop- erties of the G-EGE distribution such as reliability, hazard rate function,...
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Veröffentlicht in: | Communications Series A1 Mathematics & Statistics 2020-01, Vol.69 (1), p.739-753 |
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Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | In this article, a new class of distribution of the exponential fam-
ily of distributions called the Gompertz extended generalized exponential (G-
EGE) distribution for life time processes is proposed. The mathematical prop-
erties of the G-EGE distribution such as reliability, hazard rate function, re-
versed hazard, cumulative, odd functions, quantiles function, kurtosis, skew-
ness and order statistics were derived. The parameters of the G-EGE distri-
bution were estimated using the maximum likelihood method. The e¢ ciency
and exibility of the G-EGE distribution were examined using a simulation
study and a real life data application. The results revealed that the G-EGE
distribution outperformed some existing distributions in terms of their test
statistics. |
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ISSN: | 1303-5991 |
DOI: | 10.31801/cfsuasmas.602930 |