Journal of Statistics Applications & Probability
Abstract
In this study, we introduce a new extension of three-parameter Kappa distribution using the Topp-Leone family of distributions, called Topp-Leone Kappa distribution which offers distribution with more flexible and applicable study of the highly-skewed data. Some statistical properties of the proposed distribution are studied. Based on censoring schemes, the maximum likelihood estimation is considered for the new model parameters. A simulation study is carried out to evaluate the performance of the maximum likelihood estimates based on their biases and mean square errors. The new model is fitted to a real data set and it is shown that the distribution is better fits than some other competitive distributions.
Digital Object Identifier (DOI)
http://dx.doi.org/10.18576/jsap/120332
Recommended Citation
Y. Abdelall, Y.
(2023)
"Extended Kappa Distribution in the Presence of Censored Data,"
Journal of Statistics Applications & Probability: Vol. 12:
Iss.
3, Article 32.
DOI: http://dx.doi.org/10.18576/jsap/120332
Available at:
https://digitalcommons.aaru.edu.jo/jsap/vol12/iss3/32