Exponential-Discrete Generalized Exponential Distribution: A New Compound Model
Vahid Nekoukhou,Hamid Bidram +1 more
TLDR
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.Abstract:
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.read more
Citations
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A New Generalization of Weighted Geometric Distribution and its Properties
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Time on the Market and Probability of Sale Using a Generalized Geometric Hazard Model
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Discrete Generalized Inverted Exponential Distribution: Case Study Color Image Segmentation
TL;DR: In this paper , a discrete analogue of the continuous generalized inverted exponential (DGIE) distribution is presented, which is applied as color image segmentation which aims to cluster the pixels into their groups.
References
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Exponentiated Weibull family for analyzing bathtub failure-rate data
G.S. Mudholkar,D.K. Srivastava +1 more
TL;DR: In this article, a simple generalization of the Weibull distribution is presented, which is well suited for modeling bathtub failure rate lifetime data and for testing goodness-of-fit of the weibull and negative exponential models as subhypotheses.
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How to Identify a Bathtub Hazard Rate
TL;DR: In this paper, a new test statistic, based on the TTT plot, for testing if a random sample is generated from a life distribution with constant versus bathtub-shaped hazard rate is presented.
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A lifetime distribution with decreasing failure rate
Konstantinos Adamidis,S. Loukas +1 more
TL;DR: In this paper, a two-parameter distribution with decreasing failure rate is introduced and various properties are discussed and the estimation of parameters is studied by the method of maximum likelihood, which is attained by the EM algorithm and expressions for their asymptotic variances and covariances are obtained.