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Data-driven polynomial chaos expansions: A weighted least-square approximation 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 卷号: 381, 页码: 129-145
Authors:  Guo, Ling;  Liu, Yongle;  Zhou, Tao
Favorite  |  View/Download:9/0  |  Submit date:2019/03/11
Uncertainty quantification  Data-driven polynomial chaos expansions  Weighted least-squares  Equilibrium measure  
Optimal Model Averaging Estimation for Generalized Linear Models and Generalized Linear Mixed-Effects Models 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2016, 卷号: 111, 期号: 516, 页码: 1775-1790
Authors:  Zhang, Xinyu;  Yu, Dalei;  Zou, Guohua;  Liang, Hua
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Asymptotic optimality  Kullback-Leibler loss  Misspecification  Penalized generalized weighted least squares (PGWLS)  Prediction accuracy  
Penalized Weighted Least Squares to Small Area Estimation 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 卷号: 43, 期号: 3, 页码: 736-756
Authors:  Zhu, Rong;  Zou, Guohua;  Liang, Hua;  Zhu, Lixing
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basic unit level model  inverse probability weighted estimation  penalized least squares  robustness  small area estimation  
Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 12, 页码: 15392-15399
Authors:  Yu, Lean;  Yao, Xiao;  Wang, Shouyang;  Lai, K. K.
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Credit risk evaluation  Weighted LSSVM classifier  Least squares algorithm  Design of experiment  Parameter selection  
Adaptive tracking and recursive identification for Hammerstein systems 期刊论文
AUTOMATICA, 2009, 卷号: 45, 期号: 12, 页码: 2773-2783
Authors:  Zhao, Wen-Xiao;  Chen, Han-Fu
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Hammerstein system  Weighted least squares  Adaptive tracking  Recursive identification  Optimality  Strong consistency  
A weighted adaptive one-step-ahead minimum variance controller based on the ELS algorithm 期刊论文
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 1997, 卷号: 11, 期号: 6, 页码: 461-474
Authors:  Li, RS
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stochastic system  weighted adaptive one-step-ahead minimum variance controller  convergence rate  extended least squares algorithm