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Abstract

In this manuscript, we introduced a new class of probability distributions called new exponentiated transformation(NET) that adds more flexibility to any baseline distribution without adding the complexity of an extra parameter. NET is then specialised on exponentiated exponential distribution and a new exponentiated exponential( NEE) distribution is obtained. The NEE distribution has wider flexibility in terms of density function and also has increasing, decreasing and bathtub hazard rate function. Several mathematical properties of NEE distribution are also highlighted. For applicability of proposed distribution, two engineering data sets are considered and it is sensed that NEE leads to a better fit than all models taken under consideration

Keywords

Exponentiated exponential distribution: hazard rate function Renyi entropy simulation study maximum likelihood estimation

Article Details

How to Cite
hassan, A., Dar, I. H., & Lone, M. A. (2024). A new class of probability distributions with an application in engineering science. Pakistan Journal of Statistics and Operation Research, 20(2), 217-231. https://doi.org/10.18187/pjsor.v20i2.3845