Lehmann Type II Frechet Poisson Distribution: Properties, Inference and Applications as a Life Time Distribution

Adebisi Ade Ogunde, Gbenga Adelekan Olalude, Oyebimpe Emmanuel Adeniji and Kayode Balogun

International Journal of Statistics and Probability, 2021, vol. 10, issue 3, 8

Abstract: A new generalization of the Frechet distribution called Lehmann Type II Frechet Poisson distribution is defined and studied. Various structural mathematical properties of the proposed model including ordinary moments, incomplete moments, generating functions, order statistics, Renyi entropy, stochastic ordering, Bonferroni and Lorenz curve, mean and median deviation, stress-strength parameter are investigated. The maximum likelihood method is used to estimate the model parameters. We examine the performance of the maximum likelihood method by means of a numerical simulation study. The new distribution is applied for modeling three real data sets to illustrate empirically its flexibility and tractability in modeling life time data.

Date: 2021
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