Exponential-Discrete Generalized Exponential Distribution: A New Compound Model
Vahid Nekoukhou, Hamid Bidram
Abstract
Open-access reader
Vahid Nekoukhou, Hamid Bidram
Abstract
Open-access reader
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.
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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.
Key concepts: Natural exponential family, Mathematics, Exponentially modified Gaussian distribution, Exponential function, Gamma distribution, Exponential family, Laplace distribution, Exponential distribution