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Wind turbine fault diagnosis based on Gaussian process classifiers applied to operational data Journal article
Renewable Energy, 2019,Page: 357-366
Authors:  Li,Yanting;  Liu,Shujun;  Shu,Lianjie
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Conditional monitoring  Gaussian process classification  Predictive fault diagnosis  Support vector machine  Wind turbine  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Yang,Aijun;  Jiang,Xuejun;  Shu,Lianjie;  Liu,Pengfei
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correlation prior  high-dimensional data classification  multicategory support vector machine  Sparse Bayesian method  
A gradient approach to efficient design and analysis of multivariate EWMA control charts Journal article
Journal of Statistical Computation and Simulation, 2018,Volume: 88,Issue: 14,Page: 2707-2725
Authors:  Huang,Wenpo;  Shu,Lianjie;  Jiang,Wei
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false position method  Markov chain  Optimal design  sensitivity analysis  
A distribution-free control chart for monitoring high-dimensional processes based on interpoint distances Journal article
Naval Research Logistics, 2018,Volume: 65,Issue: 4,Page: 317-330
Authors:  Shu,Lianjie;  Fan,Jinyu
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control chart  Minkowski distance  multivariate statistical process control  
A new type of change-detection scheme based on the window-limited weighted likelihood ratios Journal article
EXPERT SYSTEMS WITH APPLICATIONS, 2018,Volume: 94,Page: 149-163
Authors:  He, Fangyi;  Mao, Tiantian;  Hu, Taizhong;  Shu, Lianjie
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Statistical distance  Statistical process control  Signal detection  Generalized likelihood ratio  Weighted likelihood ratio  Stochastic order  
A new type of change-detection scheme based on the window-limited weighted likelihood ratios Journal article
Expert Systems with Applications, 2018,Volume: 94,Page: 149-163
Authors:  He,Fangyi;  Mao,Tiantian;  Hu,Taizhong;  Shu,Lianjie
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Generalized likelihood ratio  Signal detection  Statistical distance  Statistical process control  Stochastic order  Weighted likelihood ratio  
Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors Journal article
COMPUTATIONAL ECONOMICS, 2018,Volume: 51,Issue: 2,Page: 323-338
Authors:  Yang, Aijun;  Xiang, Ju;  Shu, Lianjie;  Yang, Hongqiang
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Sparse Bayesian variable selection  Correlation prior  Highly correlated predictors  Out-of-sample forecasting  
Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors Journal article
Computational Economics, 2018,Volume: 51,Issue: 2,Page: 323-338
Authors:  Yang,Aijun;  Xiang,Ju;  Shu,Lianjie;  Yang,Hongqiang
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Correlation prior  Highly correlated predictors  Out-of-sample forecasting  Sparse Bayesian variable selection  
A gradient approach to efficient design and analysis of multivariate EWMA control charts Journal article
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018,Volume: 88,Issue: 14,Page: 2707-2725
Authors:  Huang, Wenpo;  Shu, Lianjie;  Jiang, Wei
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Optimal design  sensitivity analysis  false position method  Markov chain  
Experimental study of using phase change material cooling in a solar tracking concentrated photovoltaic-thermal system Journal article
Solar Energy, 2018,Volume: 159,Page: 777-785
Authors:  Su,Yan;  Zhang,Yizhong;  Shu,Lianjie
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Concentrator  Pcm Cooling  Phase Change Material  Photovoltaic-thermal System  Water Cooling