Journal of Statistics Applications & Probability
Abstract
A five parameter lifetime statistical model is proposed in this research. The model is called the Kumuraswamy (KW) exponentiated linear exponential distribution. We derive some statistical properties such as quantile functions, median, moments, entropy, order statistics and many more. The estimation of the model parameters is provided by means of the maximum likelihood(MLEs) approach and the observed information matrix is also presented. Moreover, we perform simulation analysis in order to analyze the effectiveness of the parameters estimation. A set of real data is used to demonstrate the efficiency and effectiveness of the model proposed model with the well-known lifetime models.
Digital Object Identifier (DOI)
http://dx.doi.org/10.18576/jsap/080102
Recommended Citation
Yusuf, Abdullahi and Qureshi, Sania
(2019)
"A Five Parameter Statistical Distribution with Application to Real Data,"
Journal of Statistics Applications & Probability: Vol. 8:
Iss.
1, Article 2.
DOI: http://dx.doi.org/10.18576/jsap/080102
Available at:
https://digitalcommons.aaru.edu.jo/jsap/vol8/iss1/2