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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks 期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:  Li, Dan;  Li, Yijun;  Wang, Chaoqun;  Chen, Min;  Wu, Qi
收藏  |  浏览/下载：115/0  |  提交时间：2023/02/07
Carbon price forecast  Granger forecast  Real-time decomposition  Neural Granger causality  Causal temporal convolutional network  
Marketisation and rural energy poverty: Evidence from provincial panel data in China 期刊论文
ENERGY ECONOMICS, 2022, 卷号: 111, 页码: 13
作者:  Ren, Yi-Shuai;  Jiang, Yong;  Narayan, Seema;  Ma, Chao-Qun;  Yang, Xiao-Guang
收藏  |  浏览/下载：55/0  |  提交时间：2023/02/07
Marketization  Rural energy poverty  China  Inverted U-shaped relationship  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting 期刊论文
ENERGY, 2022, 卷号: 248, 页码: 16
作者:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
收藏  |  浏览/下载：51/0  |  提交时间：2023/02/07
Wind power interval prediction  Temporal convolutional network  Conformalized quantile regression  
A convex programming solution based debiased estimator for quantile with missing response and high-dimensional covariables 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 14
作者:  Su, Miaomiao;  Wang, Qihua
收藏  |  浏览/下载：121/0  |  提交时间：2022/04/02
High dimensions  Missing at random  Marginal response quantile  Optimal weights  Selection probability function  
SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
作者:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
Short Communication: Minimal Quantile Functions Subject to Stochastic Dominance Constraints 期刊论文
SIAM JOURNAL ON FINANCIAL MATHEMATICS, 2022, 卷号: 13, 期号: 3, 页码: SC87-SC98
作者:  Wang, Xiangyu;  Xia, Jianming;  Xu, Zuo Quan;  Yang, Zhou
收藏  |  浏览/下载：39/0  |  提交时间：2023/02/07
SSD-minimal  stochastic dominance  Skorokhod lemma  complete market  risk minimizing  
Jackknife model averaging for high-dimensional quantile regression 期刊论文
BIOMETRICS, 2021, 页码: 12
作者:  Wang, Miaomiao;  Zhang, Xinyu;  Wan, Alan T. K.;  You, Kang;  Zou, Guohua
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
asymptotic optimality  high-dimensional quantile regression  marginal quantile utility  model averaging  
Expected Utility Maximization with Stochastic Dominance Constraints in Complete Markets 期刊论文
SIAM JOURNAL ON FINANCIAL MATHEMATICS, 2021, 卷号: 12, 期号: 3, 页码: 1054-1111
作者:  Wang, Xiangyu;  Xia, Jianming
收藏  |  浏览/下载：121/0  |  提交时间：2022/04/02
expected utility maximization  stochastic dominance  tail risk management  risk sharing  quantile formulation  
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm 期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:  Hu, Jianming;  Heng, Jiani;  Wen, Jiemei;  Zhao, Weigang
收藏  |  浏览/下载：135/0  |  提交时间：2021/04/26
Renewable energy  Complete empirical mode decomposition with adaptive noise  Quantile regression neural network  Wind speed forecasting  Distance correlation  
Quantile Regression under Local Misspecification 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 4, 页码: 790-802
作者:  Duan, Xiao-gang;  Wang, Qi-hua
收藏  |  浏览/下载：152/0  |  提交时间：2021/04/26
frequentist model averaging  focus information criterion  local framework  quantile regression