Maximum likelihood estimation of the Weibull distribution with reduced bias
Methodology
2023-02-13 v2
Abstract
In this short note, we derive a new bias adjusted maximum likelihood estimate for the shape parameter of the Weibull distribution with complete data and type I censored data. The proposed estimate of the shape parameter is significantly less biased and more efficient than the corresponding maximum likelihood estimate, while being simple to compute using existing maximum likelihood software procedures.
Keywords
Cite
@article{arxiv.2209.14567,
title = {Maximum likelihood estimation of the Weibull distribution with reduced bias},
author = {Enes Makalic and Daniel F. Schmidt},
journal= {arXiv preprint arXiv:2209.14567},
year = {2023}
}