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Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
Authors:  Heng, Jiani;  Hong, Yongmiao;  Hu, Jianming;  Wang, Shouyang
Favorite  |  View/Download:38/0  |  Submit date:2022/04/02
Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
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:53/0  |  Submit date:2022/04/02
EM algorithm  Gaussian process interpolation  nonparametric density estimation  passenger flow  spline  
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  
Modeling basketball games by inverse Gaussian processes 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 11
Authors:  Tian, Xinyu;  Gao, Yiran;  Shi, Jian
Favorite  |  View/Download:84/0  |  Submit date:2020/09/23
Bayesian method  Betting  In-game prediction  Inverse Gaussian process  
Interleaved lattice-based maximin distance designs 期刊论文
BIOMETRIKA, 2019, 卷号: 106, 期号: 2, 页码: 453-464
Authors:  He, Xu
Favorite  |  View/Download:66/0  |  Submit date:2020/05/24
Densest packing  Gaussian process model  Separation distance  Space-filling design  
NUMERICAL APPROXIMATION OF ELLIPTIC PROBLEMS WITH LOG-NORMAL RANDOM COEFFICIENTS 期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2019, 卷号: 9, 期号: 2, 页码: 161-186
Authors:  Wan, Xiaoliang;  Yu, Haijun
Favorite  |  View/Download:61/0  |  Submit date:2020/01/10
Wiener chaos expansion  Wick product  stochastic elliptic PDE  uncertainty quantification  log-normal random coefficient  
Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2018, 卷号: 46, 期号: 2, 页码: 233-245
Authors:  Wang, Qihua;  Wang, Xuan
Favorite  |  View/Download:118/0  |  Submit date:2018/07/30
Censored data  heteroscedasticity  transformation regression model  
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:71/0  |  Submit date:2019/01/11
Computer experiments  kriging  Levy processes  stable distributions  
Monitoring Spatial Uniformity of Particle Distributions in Manufacturing Processes Using the K Function 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2017, 卷号: 14, 期号: 2, 页码: 1031-1041
Authors:  Huang, Xiaohu;  Zhou, Qiang;  Zeng, Li;  Li, Xiaodong
Favorite  |  View/Download:59/0  |  Submit date:2018/07/30
Complete spatial randomness  control chart  Gaussian process model  K function  spatial point pattern  
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:61/0  |  Submit date:2018/07/30
Design of experiment  Expected improvement criterion  Gaussian process model  Kriging  Multi-fidelity experiment