Back to Search
Start Over
STATISTICAL INFERENCE FOR TWO WEIBULL POPULATIONS BASED ON JOINT PROGRESSIVE TYPE-I CENSORED SCHEME.
- Source :
-
Journal of Data Science . 2019, Vol. 17 Issue 2, p349-362. 14p. - Publication Year :
- 2019
-
Abstract
- In this paper, maximum likelihood and Bayesian methods of estimation are used to estimate the unknown parameters of two Weibull populations with the same shape parameter under joint progressive Type-I (JPT-I) censoring scheme. Bayes estimates of the parameters are obtained based on squared error and LINEX loss functions under the assumption of independent gamma priors. We propose to apply Markov Chain Monte Carlo (MCMC) technique to carry out a Bayesian estimation procedure. The approximate confidence intervals and the credible intervals for the unknown parameters are also obtained. Finally, we analyze a one real data set for illustration purpose. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 1680743X
- Volume :
- 17
- Issue :
- 2
- Database :
- Academic Search Index
- Journal :
- Journal of Data Science
- Publication Type :
- Academic Journal
- Accession number :
- 135672955
- Full Text :
- https://doi.org/10.6339/JDS.201904_17(2).0006