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Bayesian Inference for Step-Stress Partially Accelerated Competing Failure Model under Type II Progressive Censoring
Joint Authors
Shi, Xiaolin
Liu, Fen
Shi, Yimin
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-26
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper deals with the Bayesian inference on step-stress partially accelerated life tests using Type II progressive censored data in the presence of competing failure causes.
Suppose that the occurrence time of the failure cause follows Pareto distribution under use stress levels.
Based on the tampered failure rate model, the objective Bayesian estimates, Bayesian estimates, and E-Bayesian estimates of the unknown parameters and acceleration factor are obtained under the squared loss function.
To evaluate the performance of the obtained estimates, the average relative errors (AREs) and mean squared errors (MSEs) are calculated.
In addition, the comparisons of the three estimates of unknown parameters and acceleration factor for different sample sizes and different progressive censoring schemes are conducted through Monte Carlo simulations.
American Psychological Association (APA)
Shi, Xiaolin& Liu, Fen& Shi, Yimin. 2016. Bayesian Inference for Step-Stress Partially Accelerated Competing Failure Model under Type II Progressive Censoring. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1111839
Modern Language Association (MLA)
Shi, Xiaolin…[et al.]. Bayesian Inference for Step-Stress Partially Accelerated Competing Failure Model under Type II Progressive Censoring. Mathematical Problems in Engineering No. 2016 (2016), pp.1-10.
https://search.emarefa.net/detail/BIM-1111839
American Medical Association (AMA)
Shi, Xiaolin& Liu, Fen& Shi, Yimin. Bayesian Inference for Step-Stress Partially Accelerated Competing Failure Model under Type II Progressive Censoring. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1111839
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111839