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Mean response estimation with missing response in the presence of high-dimensional covariates 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 卷号: 46, 期号: 2, 页码: 628-643
作者:  Li, Yongjin;  Wang, Qihua;  Zhu, Liping;  Ding, Xiaobo
收藏  |  浏览/下载:128/0  |  提交时间:2018/07/30
Central mean subspace  Imputation  Kernel regression  Missing response  Weighted-bandwidth  
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
作者:  Tuo, Rui;  Wu, C. F. Jeff
收藏  |  浏览/下载:129/0  |  提交时间: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
作者:  Tuo, Rui;  Wu, C. F. Jeff
收藏  |  浏览/下载:116/0  |  提交时间:2018/07/30
Computer experiments  uncertainty quantification  semiparametric efficiency  reproducing kernel Hilbert space