Title of article :
Estimation of parameter for the Pareto distribution based on right censoring
Author/Authors :
Shamkhi, Rana Hasan Department of pharmacognosy and medicinal plants - University of Basrah, Iraq , Ghafil, Wisam Kamil Department of Mathematics - College of Education for Pure Sciences - University of Thi-Qar, Thi-Qar, Iraq , Jaaze, Aseel Ali Department of pharmacognosy and medicinal plants - University of Basrah, Iraq
Abstract :
In this paper, we found the estimation of the unknown parameter δ when ϑ is a known parameter in the Pareto distribution. First, we get the maximum probability estimators(MLEs) for unknown parameters. We have obtained the Bayes Estimators of unknown parameter δ using Lindley's approximation. A Monte Carlo simulation is performed and used a programming language R to compare the performance of the method used, and the data set was analyzed for illustration purposes.
Keywords :
Estimation Pareto distribution , right censoring
Journal title :
International Journal of Nonlinear Analysis and Applications
