ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE
(2018). ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE. EKB Journal Management System, 47(2), 27-41. doi: 10.21608/aunj.2018.221209
. "ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE". EKB Journal Management System, 47, 2, 2018, 27-41. doi: 10.21608/aunj.2018.221209
(2018). 'ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE', EKB Journal Management System, 47(2), pp. 27-41. doi: 10.21608/aunj.2018.221209
ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE. EKB Journal Management System, 2018; 47(2): 27-41. doi: 10.21608/aunj.2018.221209

ESTIMATION FOR THE WEIBULL-GEOMETRIC DISTRIBUTION BASED ON CONSTANT PARTIALLY ACCELERATED LIFE TESTS VIA MCMC TECHNIQUE

Assiut University Journal of Multidisciplinary Scientific Research
Volume 47, Issue 2, December 2018, Pages 27-41    PDF (483.15 K)
Document Type: Novel Research Articles
DOI: 10.21608/aunj.2018.221209
Abstract
In this article, constant partially accelerated life tests are considered. Based on a progressive first-failure censoring scheme, the maximum likelihood and the Bayes estimates for the parameters of the Weibull-Geometric distribution as well as the acceleration parameter are obtained. The Bayes estimates are derived using the Markov Chain Monte Carlo (MCMC) technique. A Monte Carlo simulation study has been conducted to compare the different estimates.
 
Keywords
Weibull-Geometric distribution; progressive first-failure censoring scheme; partially accelerated life test; Markov Chain Monte Carlo technique; Metropolis-Hastings
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