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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:19/0  |  Submit date:2020/01/10
Correlated priors  Gaussian process  Kriging  penalization  uncertainty quantification  
On gamma estimation via matrix kriging 期刊论文
NAVAL RESEARCH LOGISTICS, 2019, 卷号: 66, 期号: 5, 页码: 393-410
Authors:  Yun, Xin;  Hong, L. Jeff;  Jiang, Guangxin;  Wang, Shouyang
Favorite  |  View/Download:11/0  |  Submit date:2020/01/10
financial risk management  gradient estimation  Greeks  stochastic kriging  
Personalized optimization and its implementation in computer experiments 期刊论文
IISE TRANSACTIONS, 2019, 页码: 9
Authors:  Xiong, Shifeng
Favorite  |  View/Download:12/0  |  Submit date:2020/01/10
Environmental variable  expected improvement  Kriging  personalized decision  robust optimization  sequential design  
UNCERTAINTY QUANTIFICATION WITH alpha-STABLE-PROCESS MODELS 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 553-576
Authors:  Tuo, Rui
Favorite  |  View/Download:10/0  |  Submit date:2019/01/11
Computer experiments  kriging  Levy processes  stable distributions  
PREDICTION BASED ON THE KENNEDY-O'HAGAN CALIBRATION MODEL: ASYMPTOTIC CONSISTENCY AND OTHER PROPERTIES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 743-759
Authors:  Tuo, Rui;  Wu, C. F. Jeff
Favorite  |  View/Download:11/0  |  Submit date:2019/01/11
Bayesian inference  computer experiments  kriging  
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:17/0  |  Submit date:2019/01/11
Kriging  permutation test  significance  Sobol' index  uncertainty quantification  
Optimization of Multi-Fidelity Computer Experiments via the EQIE Criterion 期刊论文
TECHNOMETRICS, 2017, 卷号: 59, 期号: 1, 页码: 58-68
Authors:  He, Xu;  Tuo, Rui;  Wu, C. F. Jeff
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Design of experiment  Expected improvement criterion  Gaussian process model  Kriging  Multi-fidelity experiment  
Exploring spatial nonlinearity using additive approximation 期刊论文
BERNOULLI, 2007, 卷号: 13, 期号: 2, 页码: 447-472
Authors:  Lu, Zudi;  Lundervold, Arvid;  Tjostheim, Dag;  Yao, Qiwei
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
additive approximation  alpha-mixing  asymptotic normality  auto-normal specification  backfitting  nonparametric kernel estimation  spatial models  uniform convergence