Generalized Method of Moments and Percentile Method: Estimating parameters of the Novel Median Based Unit Weibull Distribution
Methodology
2024-10-30 v1 Probability
Abstract
The Median Based Unit Weibull is a new 2 parameter unit Weibull distribution defined on the unit interval (0,1). Estimation of the parameters using MLE encountered some problems like large variance. Using generalized method of moments (GMMs) and percentile method may ameliorate this condition. This paper introduces GMMs and the percentile methods for estimating the parameters of the new distribution with illustrative real data analysis.
Keywords
Cite
@article{arxiv.2410.21355,
title = {Generalized Method of Moments and Percentile Method: Estimating parameters of the Novel Median Based Unit Weibull Distribution},
author = {Iman Mohamed Attia},
journal= {arXiv preprint arXiv:2410.21355},
year = {2024}
}
Comments
arXiv admin note: text overlap with arXiv:2410.19019