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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 43, 2011 - Issue 2
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Articles

A Bayesian Model for Integrating Multiple Sources of Lifetime Information in System-Reliability Assessments

C. Shane ReeseBrigham Young University, Provo, UT84602View further author information
,
Alyson G. WilsonIowa State University, Ames, IA50011View further author information
,
Jiqiang GuoIowa State University, Ames, IA50011View further author information
,
Michael S. HamadaLos Alamos National Laboratory, Los Alamos, NM87545View further author information
&
Valen E. JohnsonUniversity of Texas M. D. Anderson Cancer Center, Houston, TX77030View further author information
Pages 127-141 | Published online: 21 Nov 2017

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Suk Joo Bae, Byeong Min Mun & Xiaoyan Zhu. (2023) A Proportional Intensity Model with Frailty for Missing Recurrent Failure Data. Technometrics 0:0, pages 1-14.
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M. S. Hamada. (2020) An incomplete taxonomy of Bayesian models with examples from industrial statistics applications. Quality Engineering 32:4, pages 740-753.
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Kevin R. Quinlan, Christine M. Anderson-Cook & Kary L. Myers. (2017) The weighted priors approach for combining expert opinions in logistic regression experiments. Quality Engineering 29:3, pages 484-498.
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Rong Pan & Petek Yontay. (2017) Discussion of “Bayesian reliability: Combining information”. Quality Engineering 29:1, pages 136-140.
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Stefan Steiner, Rebecca M. Dickinson, Laura J. Freeman, Bruce A. Simpson & Alyson G. Wilson. (2015) Statistical Methods for Combining Information: Stryker Family of Vehicles Reliability Case Study. Journal of Quality Technology 47:4, pages 400-415.
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Jiqiang Guo & AlysonG. Wilson. (2013) Bayesian Methods for Estimating System Reliability Using Heterogeneous Multilevel Information. Technometrics 55:4, pages 461-472.
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Ali Arab, Steven E. Rigdon & Asit P. Basu. (2012) Bayesian Inference for the Piecewise Exponential Model for the Reliability of Multiple Repairable Systems. Journal of Quality Technology 44:1, pages 28-38.
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Kenneth J. Ryan, Michael S. Hamada & C. Shane Reese. (2011) A Bayesian Hierarchical Power Law Process Model for Multiple Repairable Systems with an Application to Supercomputer Reliability. Journal of Quality Technology 43:3, pages 209-223.
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Richard L. Warr, Jeremy M. Meyer & Jackson T. Curtis. A Bayesian nonparametric system reliability model which integrates multiple sources of lifetime information. Quality Engineering 0:0, pages 1-16.
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Articles from other publishers (29)

Suk Joo Bae, Byeong Min Mun & Paul H. Kvam. 2023. Advances in Reliability and Maintainability Methods and Engineering Applications. Advances in Reliability and Maintainability Methods and Engineering Applications 155 178 .
Lechang Yang, Pidong Wang, Qiang Wang, Sifeng Bi, Rui Peng, Jasper Behrensdorf & Michael Beer. (2021) Reliability analysis of a complex system with hybrid structures and multi-level dependent life metrics. Reliability Engineering & System Safety 209, pages 107469.
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Byeong Min Mun, Paul H. Kvam & Suk Joo Bae. (2021) Mixed-Effects Nonhomogeneous Poisson Process Model for Multiple Repairable Systems. IEEE Access 9, pages 71900-71908.
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Long Wang & James C. Spall. (2020) Multilevel Data Integration with Application in Sensor Networks. Multilevel Data Integration with Application in Sensor Networks.
Theodore T. Allen, Hui Xiong & Shih-Hsien Tseng. (2020) Expert Refined Topic Models to Edit Topic Clusters in Image Analysis Applied to Welding Engineering. Informatics 7:3, pages 21.
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Lechang Yang, Yanling Guo & Qiang Wang. (2020) Reliability Assessment of a Hierarchical System Subjected to Inconsistent Priors and Multilevel Data. IEEE Transactions on Reliability 69:1, pages 277-292.
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S. Muthu Kumar, P. Subhash Chandra Bose, R. A. Srivardhan & C. S. P. Rao. 2020. Reliability, Safety and Hazard Assessment for Risk-Based Technologies. Reliability, Safety and Hazard Assessment for Risk-Based Technologies 697 706 .
Yan Liu & Athula I. Abeyratne. 2019. Practical Applications of Bayesian Reliability. Practical Applications of Bayesian Reliability 187 215 .
James F. Gilman, Kassandra M. Fronczyk & Alyson G. Wilson. (2018) Bayesian modeling and test planning for multiphase reliability assessment. Quality and Reliability Engineering International 35:3, pages 750-760.
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Wen-Bin Chen, Xiao-Yang Li & Rui Kang. (2018) An Integration Method of Expert Experience and ADT Data Based on Uncertain Cross-Entropy. An Integration Method of Expert Experience and ADT Data Based on Uncertain Cross-Entropy.
Roger Zoh, Alyson Wilson, Scott Vander Wiel & Earl Lawrence. (2017) The negative log-gamma prior distribution for Bayesian assessment of system reliability. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 232:3, pages 308-319.
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Jian Guo, Zhaojun (Steven) Li & Jionghua (Judy) Jin. (2018) System reliability assessment with multilevel information using the Bayesian melding method. Reliability Engineering & System Safety 170, pages 146-158.
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Lechang Yang, Ketai He & Yanling Guo. (2018) A Novel Bayesian Melding Approach for Reliability Estimation Subjected to Inconsistent Priors and Heterogeneous Data Sets. IEEE Access 6, pages 38835-38850.
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Jian GUO, Zhaojun LI & Thomas KEYSER. (2018) A Bayesian approach for integrating multilevel priors and data for aerospace system reliability assessment. Chinese Journal of Aeronautics 31:1, pages 41-53.
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Janet Myhre, Daniel R. Jeske, Jun Li & Anne M. Hansen. (2017) Combining binomial test data via two‐stage solutions. Applied Stochastic Models in Business and Industry 34:1, pages 20-30.
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Rong Pan & Petek Yontay. (2017) Reliability Assessment of Hierarchical Systems With Incomplete Mixed Data. IEEE Transactions on Reliability 66:4, pages 1036-1047.
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Richard Arnold, Stefanka Chukova & Yu Hayakawa. (2017) Inference for Multicomponent Systems With Dependent Failures. IEEE Transactions on Reliability 66:3, pages 616-629.
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Ying-Zhi Zhang, Jin-Tong Liu, Gui-Xiang Shen, Zhe Long & Shu-Guang Sun. (2017) Reliability Evaluation of Machine Center Components Based on Cascading Failure Analysis. Chinese Journal of Mechanical Engineering 30:4, pages 933-942.
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Zhaojun Steven Li, Jian Guo, Ning-Cong Xiao & Wei Huang. (2017) Multiple priors integration for reliability estimation using the Bayesian melding method. Multiple priors integration for reliability estimation using the Bayesian melding method.
Petek Yontay & Rong Pan. (2016) A computational Bayesian approach to dependency assessment in system reliability. Reliability Engineering & System Safety 152, pages 104-114.
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Todd L. Graves & Michael S. Hamada. (2015) A Note on Incorporating Simultaneous Multi‐level Failure Time Data in System Reliability Assessments. Quality and Reliability Engineering International 32:3, pages 1127-1135.
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Dejing Kong & Lirong Cui. (2015) Bayesian inference of multi-stage reliability for degradation systems with calibrations. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 230:1, pages 18-33.
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Chris Jackson & Ali Mosleh. (2016) Bayesian inference with overlapping data: Reliability estimation of multi-state on-demand continuous life metric systems with uncertain evidence. Reliability Engineering & System Safety 145, pages 124-135.
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Zhaojun Steven Li & Allan T. Mense. (2015) Bayesian reliability modeling for pass/fail systems with sparse data. Bayesian reliability modeling for pass/fail systems with sparse data.
Richard L Warr & David H Collins. (2013) Bayesian nonparametric models for combining heterogeneous reliability data. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 228:2, pages 166-175.
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Arnab Roy, Prashant Srivastava & Shishir Sinha. (2014) Risk and reliability assessment in chemical process industries using Bayesian methods. Reviews in Chemical Engineering 30:5.
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Weiwen Peng, Hong-Zhong Huang, Min Xie, Yuanjian Yang & Yu Liu. (2013) A Bayesian Approach for System Reliability Analysis With Multilevel Pass-Fail, Lifetime and Degradation Data Sets. IEEE Transactions on Reliability 62:3, pages 689-699.
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Weiwen Peng, Hong-Zhong Huang, Yanfeng Li, Ming J. Zuo & Min Xie. (2013) Life cycle reliability assessment of new products—A Bayesian model updating approach. Reliability Engineering & System Safety 112, pages 109-119.
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Chris Jackson & Ali Mosleh. (2012) Bayesian inference with overlapping data for systems with continuous life metrics. Reliability Engineering & System Safety 106, pages 217-231.
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