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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:9/0  |  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:8/0  |  Submit date:2020/01/10
Environmental variable  expected improvement  Kriging  personalized decision  robust optimization  sequential design  
Sliced Rotated Sphere Packing Designs 期刊论文
TECHNOMETRICS, 2019, 卷号: 61, 期号: 1, 页码: 66-76
Authors:  He, Xu
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
Design of experiment  Expected improvement  Maximin distance  Nested design  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:8/0  |  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:12/0  |  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:11/0  |  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:8/0  |  Submit date:2018/07/30
Flexible Nested Latin Hypercube Designs for Computer Experiments 期刊论文
JOURNAL OF QUALITY TECHNOLOGY, 2017, 卷号: 49, 期号: 4, 页码: 337-353
Authors:  Chen, Daijun;  Xiong, Shifeng
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
Multi-Fidelity Computer Model  Optimal Design  Sequential Design  Space-Filling Design  
Local optimization-based statistical inference 期刊论文
ELECTRONIC JOURNAL OF STATISTICS, 2017, 卷号: 11, 期号: 1, 页码: 2295-2320
Authors:  Xiong, Shifeng
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Bootstrap  importance sampling  non-regular problem  resampling  space-filling design  stochastic programming  
The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2017, 卷号: 112, 期号: 520, 页码: 1417-1429
Authors:  Li, Xiaodong;  He, Xu;  He, Yuanzhen;  Zhang, Hui;  Zhang, Zhong;  Lin, Dennis K. J.
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Cross array  D-optimal design  Incomplete block design  Minimum number of level changes  Random block effect