Efficient estimation in the Topp-Leone distribution
Methodology
2017-01-17 v1 Applications
Abstract
In the current paper, the estimation of the probability density function and the cumulative distribution function of the Topp-Leone distribution is considered. We derive the following estimators: maximum likelihood estimator, uniformly minimum variance unbiased estimator, percentile estimator, least squares estimator and weighted least squares estimator. A simulation study shows that the maximum likelihood estimator is more efficient than the others estimators.
Cite
@article{arxiv.1701.03822,
title = {Efficient estimation in the Topp-Leone distribution},
author = {Lazhar Benkhelifa},
journal= {arXiv preprint arXiv:1701.03822},
year = {2017}
}
Comments
12pages