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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
Authors:  Hu, Jianming;  Heng, Jiani;  Wen, Jiemei;  Zhao, Weigang
Favorite  |  View/Download:9/0  |  Submit date: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
Authors:  Duan, Xiao-gang;  Wang, Qi-hua
Favorite  |  View/Download:20/0  |  Submit date:2021/04/26
frequentist model averaging  focus information criterion  local framework  quantile regression  
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
Authors:  Zou, Qingrong;  Shi, Jian
Favorite  |  View/Download:20/0  |  Submit date:2020/09/23
Quantile regression  Spatial method  Bayesian inference  PM2.5 pollution  Socioeconomic factors  
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
Authors:  Chen, Lanjue;  Zhou, Yong
Favorite  |  View/Download:20/0  |  Submit date:2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
Accelerated fading recognition for lithium-ion batteries with Nickel-Cobalt-Manganese cathode using quantile regression method 期刊论文
APPLIED ENERGY, 2019, 卷号: 256, 页码: 10
Authors:  Zhang, Caiping;  Wang, Yubin;  Gao, Yang;  Wang, Fang;  Mu, Biqiang;  Zhang, Weige
Favorite  |  View/Download:22/0  |  Submit date:2020/05/24
Nickel-Cobalt-Manganese lithium-ion battery  Accelerated aging  Sudden degradation  Recognition  Quantile regression  
Thekth power expectile regression 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 页码: 31
Authors:  Jiang, Yingying;  Lin, Fuming;  Zhou, Yong
Favorite  |  View/Download:18/0  |  Submit date: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
Authors:  Liu, Xiaoqian;  Song, Xinyuan;  Zhou, Yong
Favorite  |  View/Download:22/0  |  Submit date:2020/05/24
DTARCH model  quantile  weighted composite quantile regression  modified likelihood ratio test  restricted WCQR estimators  unrestricted WCQR estimators  
Market inefficiencies associated with pricing oil stocks during shocks 期刊论文
ENERGY ECONOMICS, 2019, 卷号: 81, 页码: 661-671
Authors:  Qiao, Kenan;  Sun, Yuying;  Wang, Shouyang
Favorite  |  View/Download:55/0  |  Submit date:2020/01/10
Crude oil shocks  Interval-valued factor pricing models  Market efficiency  Oil stocks  Quantile regression  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
Authors:  Zhang, Shucong;  Zhou, Yong
Favorite  |  View/Download:26/0  |  Submit date:2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
Authors:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
Favorite  |  View/Download:51/0  |  Submit date:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression