English

Fisher information matrix for three-parameter exponentiated-Weibull distribution under type II censoring

Methodology 2011-02-03 v1

Abstract

This paper considers the three-parameter exponentiated Weibull family under type II censoring. It first graphically illustrates the shape property of the hazard function. Then, it proposes a simple algorithm for computing the maximum likelihood estimator and derives the Fisher information matrix. The latter one is represented through a single integral in terms of hazard function, hence it solves the problem of computation difficulty in constructing inference for the maximum likelihood estimator. Real data analysis is conducted to illustrate the effect of censoring rate on the maximum likelihood estimation.

Cite

@article{arxiv.1102.0299,
  title  = {Fisher information matrix for three-parameter exponentiated-Weibull distribution under type II censoring},
  author = {Lianfen Qian},
  journal= {arXiv preprint arXiv:1102.0299},
  year   = {2011}
}

Comments

13 pages, 4 figures, 2 tables

R2 v1 2026-06-21T17:20:15.589Z