On Estimation in the Exponentiated Pareto Distribution in the Presence of Outliers

Authors

M. Jabbari Nooghabi, Department of Statistics, Ordered and Spatial Data Center of Excellence, Ferdowsi University of Mashhad, Mashhad, Iran.Follow

Author Country (or Countries)

Iran.

Abstract

The maximum likelihood and moment estimations of the probability density function (pdf) and cumulative distribution function (cdf) are derived for the Exponentiated Pareto distribution in the presence of outliers. Also, we calculate the mixture method of ML and moment estimators. It has been shown that this mixture method is better than the others. Further, we have given an actual data from an insurance company.

Digital Object Identifier (DOI)

http://dx.doi.org/10.18576/amis/110420

Recommended Citation

Jabbari Nooghabi, M. (2017) "On Estimation in the Exponentiated Pareto Distribution in the Presence of Outliers," Applied Mathematics & Information Sciences: Vol. 11: Iss. 4, Article 20.
DOI: http://dx.doi.org/10.18576/amis/110420
Available at: https://digitalcommons.aaru.edu.jo/amis/vol11/iss4/20