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Frequentist model averaging under inequality constraints 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wand, Alan T. K.;  Zou, Guohua
Favorite  |  View/Download：34/0  |  Submit date：2023/02/07
Cross validation  Inequality constraints  Model averaging  Order-restricted information criterion  
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：61/0  |  Submit date：2022/04/02
Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
Kernel Averaging Estimators 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2021, 页码: 13
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wan, Alan T. K.;  Zou, Guohua
Favorite  |  View/Download：84/0  |  Submit date：2022/04/02
Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
Jackknife model averaging for high-dimensional quantile regression 期刊论文
BIOMETRICS, 2021, 页码: 12
Authors:  Wang, Miaomiao;  Zhang, Xinyu;  Wan, Alan T. K.;  You, Kang;  Zou, Guohua
Favorite  |  View/Download：81/0  |  Submit date：2022/04/02
asymptotic optimality  high-dimensional quantile regression  marginal quantile utility  model averaging  
Least Squares Model Averaging Based on Generalized Cross Validation 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 3, 页码: 495-509
Authors:  Li, Xin-min;  Zou, Guo-hua;  Zhang, Xin-yu;  Zhao, Shang-wei
Favorite  |  View/Download：81/0  |  Submit date：2021/10/26
asymptotic optimality  frequentist model averaging  generalized cross validation  mallows criterion  
DeepDigest: Prediction of Protein Proteolytic Digestion with Deep Learning 期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 15, 页码: 6094-6103
Authors:  Yang, Jinghan;  Gao, Zhiqiang;  Ren, Xiuhan;  Sheng, Jie;  Xu, Ping;  Chang, Cheng;  Fu, Yan
Favorite  |  View/Download：107/0  |  Submit date：2021/10/26
Cross-validation-based model averaging in linear models with response missing at random 期刊论文
STATISTICS & PROBABILITY LETTERS, 2021, 卷号: 171, 页码: 6
Authors:  Wei, Yuting;  Wang, Qihua
Favorite  |  View/Download：101/0  |  Submit date：2021/10/26
Missing responses  Model averaging  Cross-validation  Asymptotic optimality  
Projection-based and cross-validated estimation in high-dimensional Cox model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
Authors:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
Favorite  |  View/Download：121/0  |  Submit date：2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
Model averaging based on generalized method of moments 期刊论文
ECONOMICS LETTERS, 2021, 卷号: 200, 页码: 5
Authors:  Wang, Weiwei;  Zhang, Qi;  Zhang, Xinyu;  Li, Xinmin
Favorite  |  View/Download：98/0  |  Submit date：2021/04/26
Generalized method of moments  Model averaging  Cross-validation criterion  Asymptotic optimality  
Integrating distal and proximal information to predict gene expression via a densely connected convolutional neural network 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 2, 页码: 496-503
Authors:  Zeng, Wanwen;  Wang, Yong;  Jiang, Rui
Favorite  |  View/Download：133/0  |  Submit date：2020/06/30