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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：135/0  |  提交时间：2023/02/07
Carbon price forecast  Granger forecast  Real-time decomposition  Neural Granger causality  Causal temporal convolutional network  
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：130/0  |  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：131/0  |  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：45/0  |  提交时间：2023/02/07
SSD-minimal  stochastic dominance  Skorokhod lemma  complete market  risk minimizing  
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：128/0  |  提交时间：2022/04/02
expected utility maximization  stochastic dominance  tail risk management  risk sharing  quantile formulation  
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：164/0  |  提交时间：2021/04/26
frequentist model averaging  focus information criterion  local framework  quantile regression  
Quantile regression in big data: A divide and conquer based strategy 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:  Chen, Lanjue;  Zhou, Yong
收藏  |  浏览/下载：169/0  |  提交时间：2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
Thekth power expectile regression 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 页码: 31
作者:  Jiang, Yingying;  Lin, Fuming;  Zhou, Yong
收藏  |  浏览/下载：149/0  |  提交时间：2020/09/23
Asymptotic variance  Thekth power expectile  Expectiles  Quantiles  
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
作者:  Liu, Xiaoqian;  Song, Xinyuan;  Zhou, Yong
收藏  |  浏览/下载：191/0  |  提交时间：2020/05/24
DTARCH model  quantile  weighted composite quantile regression  modified likelihood ratio test  restricted WCQR estimators  unrestricted WCQR estimators