Objective Bayesian analysis for accelerated degradation data using inverse Gaussian process models

Statistics and Its Interface ◽

10.4310/sii.2019.v12.n2.a10 ◽

2019 ◽

Vol 12 (2) ◽

pp. 295-307

Author(s):

Lei He ◽

Dongchu Sun ◽

Daojiang He

Keyword(s):

Bayesian Analysis ◽

Gaussian Process ◽

Process Models ◽

Inverse Gaussian ◽

Accelerated Degradation ◽

Degradation Data ◽

Inverse Gaussian Process ◽

Gaussian Process Models

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Inverse Gaussian process models for degradation analysis: A Bayesian perspective

Reliability Engineering & System Safety ◽

10.1016/j.ress.2014.06.005 ◽

2014 ◽

Vol 130 ◽

pp. 175-189 ◽

Author(s):

Weiwen Peng ◽

Yan-Feng Li ◽

Yuan-Jian Yang ◽

Hong-Zhong Huang ◽

Ming J. Zuo

Keyword(s):

Gaussian Process ◽

Process Models ◽

Inverse Gaussian ◽

Inverse Gaussian Process ◽

Degradation Analysis ◽

Gaussian Process Models

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Bayesian Degradation Analysis With Inverse Gaussian Process Models Under Time-Varying Degradation Rates

IEEE Transactions on Reliability ◽

10.1109/tr.2016.2635149 ◽

2017 ◽

Vol 66 (1) ◽

pp. 84-96 ◽

Author(s):

Weiwen Peng ◽

Yan-Feng Li ◽

Yuan-Jian Yang ◽

Jinhua Mi ◽

Hong-Zhong Huang

Keyword(s):

Gaussian Process ◽

Process Models ◽

Time Varying ◽

Inverse Gaussian ◽

Inverse Gaussian Process ◽

Degradation Rates ◽

Degradation Analysis ◽

Gaussian Process Models

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Inverse Gaussian process based reliability analysis for constant-stress accelerated degradation data

Applied Mathematical Modelling ◽

10.1016/j.apm.2021.12.003 ◽

2021 ◽

Author(s):

Peihua Jiang ◽

Bingxing Wang ◽

Xiaofei Wang ◽

Zonghao Zhou

Keyword(s):

Gaussian Process ◽

Reliability Analysis ◽

Constant Stress ◽

Inverse Gaussian ◽

Accelerated Degradation ◽

Degradation Data ◽

Inverse Gaussian Process

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Inverse Gaussian process models for bivariate degradation analysis: A Bayesian perspective

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2017.1280162 ◽

2017 ◽

Vol 47 (1) ◽

pp. 166-186 ◽

Author(s):

Fengjun Duan ◽

Guanjun Wang ◽

Huan Wang

Keyword(s):

Gaussian Process ◽

Process Models ◽

Inverse Gaussian ◽

Inverse Gaussian Process ◽

Degradation Analysis ◽

Gaussian Process Models

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A doubly accelerated degradation model based on the inverse Gaussian process and its objective Bayesian analysis

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2020.1858083 ◽

2020 ◽

pp. 1-19

Author(s):

Daojiang He ◽

Lei Liu ◽

Mingxiang Cao

Keyword(s):

Bayesian Analysis ◽

Gaussian Process ◽

Inverse Gaussian ◽

Degradation Model ◽

Accelerated Degradation ◽

Model Based ◽

Inverse Gaussian Process

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Objective Bayesian analysis for the accelerated degradation model based on the inverse Gaussian process

Applied Mathematical Modelling ◽

10.1016/j.apm.2018.04.025 ◽

2018 ◽

Vol 61 ◽

pp. 341-350 ◽

Author(s):

Daojiang He ◽

Yunpeng Wang ◽

Guisong Chang

Keyword(s):

Bayesian Analysis ◽

Gaussian Process ◽

Inverse Gaussian ◽

Degradation Model ◽

Accelerated Degradation ◽

Model Based ◽

Inverse Gaussian Process

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An Inverse Gaussian Process Model for Degradation Data

Technometrics ◽

10.1198/tech.2009.08197 ◽

2010 ◽

Vol 52 (2) ◽

pp. 188-197 ◽

Author(s):

Xiao Wang ◽

Dihua Xu

Keyword(s):

Gaussian Process ◽

Process Model ◽

Inverse Gaussian ◽

Gaussian Process Model ◽

Degradation Data ◽

Inverse Gaussian Process

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A Bayesian optimal design for accelerated degradation testing based on the Inverse Gaussian process

IEEE Access ◽

10.1109/access.2017.2683533 ◽

2017 ◽

pp. 1-1 ◽

Author(s):

Xiaoyang Li ◽

Yuqing Hu ◽

Enrico Zio ◽

Rui Kang

Keyword(s):

Optimal Design ◽

Gaussian Process ◽

Inverse Gaussian ◽

Accelerated Degradation ◽

Inverse Gaussian Process ◽

Bayesian Optimal Design ◽

Accelerated Degradation Testing ◽

Degradation Testing

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Bivariate Constant-Stress Accelerated Degradation Model and Inference Based on the Inverse Gaussian Process

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-018-1984-z ◽

2018 ◽

Vol 23 (6) ◽

pp. 784-790 ◽

Author(s):

Fengjun Duan ◽

Guanjun Wang

Keyword(s):

Gaussian Process ◽

Constant Stress ◽

Inverse Gaussian ◽

Degradation Model ◽

Accelerated Degradation ◽

Inverse Gaussian Process

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Inference from Accelerated Degradation and Failure Data Based on Gaussian Process Models

Lifetime Data Analysis ◽

10.1023/b:lida.0000030203.49001.b6 ◽

2004 ◽

Vol 10 (2) ◽

pp. 191-206 ◽

Author(s):

W. J. Padgett ◽

Meredith A. Tomlinson

Keyword(s):

Gaussian Process ◽

Process Models ◽

Accelerated Degradation ◽

Failure Data ◽

Gaussian Process Models

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