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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  
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  
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  
A Theoretical Framework for Calibration in Computer Models: Parametrization, Estimation and Convergence Properties 期刊论文
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 2016, 卷号: 4, 期号: 1, 页码: 767-795
Authors:  Tuo, Rui;  Wu, C. F. Jeff
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
computer experiments  uncertainty quantification  Gaussian process  reproducing kernel Hilbert space  
EFFICIENT CALIBRATION FOR IMPERFECT COMPUTER MODELS 期刊论文
ANNALS OF STATISTICS, 2015, 卷号: 43, 期号: 6, 页码: 2331-2352
Authors:  Tuo, Rui;  Wu, C. F. Jeff
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Computer experiments  uncertainty quantification  semiparametric efficiency  reproducing kernel Hilbert space