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Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 卷号: 381, 页码: 110-128
Authors:  Yan, Liang;  Zhou, Tao
Favorite  |  View/Download:5/0  |  Submit date:2019/03/11
Bayesian inverse problems  Multi-fidelity polynomial chaos  Surrogate modeling  Markov chain Monte Carlo  
A New Life Expectancy Assessment Method for Complex Systems With Multi-Characteristics: Case Study on Power-Shift Steering Transmission Control System 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 17425-17438
Authors:  Yi, Xiao-Jian;  Chen, Yue-Feng;  Mu, Hui-Na;  Shi, Jian;  Hou, Peng
Favorite  |  View/Download:3/0  |  Submit date:2019/04/02
Reliability assessment  complex systems  GO method  life expectancy  system characteristics  prognostic and health management  
A New Availability Assessment Method for Complex Control System with Multi-Characteristics 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 18392-18408
Authors:  Yi, X. J.;  Shi, J.;  Dhillon, B. S.;  Mu, H. N.;  Hou, P.
Favorite  |  View/Download:4/0  |  Submit date:2019/04/02
Control systems  reliability engineering  reliability theory  system modeling  
Functional prediction through averaging estimated functional linear regression models 期刊论文
BIOMETRIKA, 2018, 卷号: 105, 期号: 4, 页码: 945-962
Authors:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
Favorite  |  View/Download:4/0  |  Submit date:2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
A new reliability analysis method for repairable systems with closed-loop feedback links 期刊论文
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2018, 卷号: 34, 期号: 3, 页码: 298-332
Authors:  Yi, Xiao-Jian;  Shi, Jian;  Dhillon, B. S.;  Hou, Peng;  Dong, Hai-Ping
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
closed-loop feedback link  goal-oriented method  reliability analysis  repairable system  
Spatial weights matrix selection and model averaging for spatial autoregressive models 期刊论文
JOURNAL OF ECONOMETRICS, 2018, 卷号: 203, 期号: 1, 页码: 1-18
Authors:  Zhang, Xinyu;  Yu, Jihai
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Model averaging  Model selection  Spatial autoregressive  Spatial econometrics  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
Authors:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
Favorite  |  View/Download:5/0  |  Submit date:2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
A model averaging approach for the ordered probit and nested logit models with applications 期刊论文
JOURNAL OF APPLIED STATISTICS, 2018, 卷号: 45, 期号: 16, 页码: 3012-3052
Authors:  Chen, Longmei;  Wan, Alan T. K.;  Tso, Geoffrey;  Zhang, Xinyu
Favorite  |  View/Download:7/0  |  Submit date:2018/11/16
Hit rate  model averaging  model selection  Monte Carlo  nested logit  ordered probit  screening  
Regularized estimation in GINAR(p) process 期刊论文
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2017, 卷号: 46, 期号: 4, 页码: 502-517
Authors:  Zhang, Haixiang;  Wang, Dehui;  Sun, Liuquan
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Integer-valued time series  Penalty function  Oracle property  Thinning operator  Regularized estimation  
A new reliability analysis method for repairable systems with multifunction modes based on goal-oriented methodology 期刊论文
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2017, 卷号: 33, 期号: 8, 页码: 2215-2237
Authors:  Yi, Xiao-jian;  Shi, Jian;  Dhillon, B. S.;  Hou, Peng;  Lai, Yue-hua
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
GO methodology  multifunction modes  reliability analysis  repairable systems