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Adaptive subsample estimation for multivariate normal distributions 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 8
Authors:  Wu, Xi;  Mu, Weiyan;  Xiong, Shifeng;  Li, Xinmin
Favorite  |  View/Download:52/0  |  Submit date:2022/04/29
Kolmogorov-Smirnov statistic  Minimum covariance determinant  Minimum distance estimation  Robust estimation  Subsample selection  
Statistical estimation in passenger-to-train assignment models based on automated data 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2021, 页码: 21
Authors:  Xiong, Shifeng;  Li, Chunya;  Sun, Xuan;  Qin, Yong;  Wu, Chien-Fu Jeff
Favorite  |  View/Download:51/0  |  Submit date:2022/04/02
EM algorithm  Gaussian process interpolation  nonparametric density estimation  passenger flow  spline  
Linear screening for high-dimensional computer experiments 期刊论文
STAT, 2021, 卷号: 10, 期号: 1, 页码: 9
Authors:  Li, Chunya;  Chen, Daijun;  Xiong, Shifeng
Favorite  |  View/Download:40/0  |  Submit date:2022/04/02
best linear approximation  best subset regression  nonlinear model  sure independence screening  
A sequential design strategy for integrating low-accuracy and high-accuracy computer experiments 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 8
Authors:  Li, Xinmin;  Wang, Xiao;  Xiong, Shifeng
Favorite  |  View/Download:68/0  |  Submit date:2021/04/26
Gaussian process model  Multi-fidelity  Optimal design  Space-filling design  
Bayesian integrative analysis for multi-fidelity computer experiments 期刊论文
JOURNAL OF APPLIED STATISTICS, 2019, 卷号: 46, 期号: 11, 页码: 1973-1987
Authors:  Wei, Yunfei;  Xiong, Shifeng
Favorite  |  View/Download:102/0  |  Submit date:2020/01/10
Correlated priors  Gaussian process  Kriging  penalization  uncertainty quantification  
Personalized optimization and its implementation in computer experiments 期刊论文
IISE TRANSACTIONS, 2019, 页码: 9
Authors:  Xiong, Shifeng
Favorite  |  View/Download:101/0  |  Submit date:2020/01/10
Environmental variable  expected improvement  Kriging  personalized decision  robust optimization  sequential design  
Some Notes on Concordance between Optimization and Statistics 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 页码: 6
Authors:  Mu, Weiyan;  Wei, Qiuyue;  Xiong, Shifeng
Favorite  |  View/Download:101/0  |  Submit date:2019/03/05
A class of space-filling designs and their projection properties 期刊论文
STATISTICS & PROBABILITY LETTERS, 2018, 卷号: 141, 页码: 129-134
Authors:  Mu, Weiyan;  Xiong, Shifeng
Favorite  |  View/Download:67/0  |  Submit date:2018/09/08
Box-Cox transformation  Computer experiment  Latin hypercube design  Maximin design  Maximum projection design  
SENSITIVITY ANALYSIS USING PERMUTATIONS 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 817-837
Authors:  Xiong, Shifeng;  He, Xu;  He, Yuanzhen;  Mu, Weiyan
Favorite  |  View/Download:84/0  |  Submit date:2019/01/11
Kriging  permutation test  significance  Sobol' index  uncertainty quantification  
Best Linear Unbiased Prediction for Multifidelity Computer Experiments 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 页码: 7
Authors:  Mu, Weiyan;  Wei, Qiuyue;  Cui, Dongli;  Xiong, Shifeng
Favorite  |  View/Download:91/0  |  Submit date:2018/07/30