Poisson-odd generalized exponential family of distributions: theory and applications

Year 2018, Volume: 47 Issue: 6, 1652 - 1670, 12.12.2018

Mustapha Muhammad

Abstract

In this paper, we introduce a new family of distributions called the Poisson-odd generalized exponential distribution (POGE). Various properties of the new model are derived and studied. The new distribution has the odd generalized exponential as its limiting distribution. We present and study two special cases of the POGE family of distributions, namely the Poisson odd generalized exponential-half logistic and the Poisson odd generalized exponential-uniform distributions. Estimation and inference procedure for the parameters of the new distribution are discussed by the method of maximum likelihood; we also evaluate the proposed estimation method by simulation studies. Applications to two real data sets are provided in order to demonstrate the performance of the proposed family of distributions.

Keywords

Odd generalized exponential distribution, moments, maximum likelihood estimates

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