2024 : 5 : 1
Akbar Asgharzadeh

Akbar Asgharzadeh

Academic rank: Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Faculty of Mathematical Sciences
Address: Department of Statistics University of Mazandaran Babolsar, IRAN
Phone: 011-54302476

Research

Title
Estimation of P(Y < X) for Weibull Distribution Under Progressive Type-II Censoring
Type
JournalPaper
Keywords
Approximate maximum likelihood estimator; Bayes estimator; Bootstrap confidence interval; Maximum likelihood estimator; MetropolisHasting method; Progressive Type II censoring; Stress-strength model
Year
2014
Journal Communications in Statistics - Theory and Methods
DOI
Researchers Reza Valiollahi ، Akbar Asgharzadeh ، M. Z. Raqab

Abstract

Based on progressively Type II censored samples, we consider the estimation of R = P(Y < X) when X and Y are two independent Weibull distributions with different shape parameters, but having the same scale parameter. The maximum likelihood estimator, approximate maximum likelihood estimator, and Bayes estimator of R are obtained. Based on the asymptotic distribution of R, the confidence interval of R are obtained. Two bootstrap confidence intervals are also proposed. Analysis of a real data set is given for illustrative purposes. Monte Carlo simulations are also performed to compare the different proposed methods