Exponential-Discrete Generalized Exponential Distribution: A New Compound Model

In this paper, the researchers attempt to introduce a new generalization of the exponential distribution. This new model is obtained by compounding the exponential distribution and discrete generalized exponential distribution of a second type, which is a generalization of the geometric distribution...

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Veröffentlicht in:Journal of statistical theory and applications 2016-06, Vol.15 (2), p.169-180
Hauptverfasser: Nekoukhou, Vahid, Bidram, Hamid
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, the researchers attempt to introduce a new generalization of the exponential distribution. This new model is obtained by compounding the exponential distribution and discrete generalized exponential distribution of a second type, which is a generalization of the geometric distribution. The new introduced model contains the exponential-geometric distribution as a special case. Some basic distributional properties, moments and order statistics of the new model are discussed. Estimation of the parameters is illustrated, using the maximum likelihood method, and the model with a real data set is also examined.
ISSN:1538-7887
2214-1766
1538-7887
DOI:10.2991/jsta.2016.15.2.7