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A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Asymmetric pass-through of oil prices to gasoline prices with interval time series modelling 期刊论文
ENERGY ECONOMICS, 2019, 卷号: 78, 页码: 165-173
作者:  Sun, Yuying;  Zhang, Xun;  Hong, Yongmiao;  Wang, Shouyang
收藏  |  浏览/下载：193/0  |  提交时间：2020/01/10
Asymmetry  Crude oil prices  Gasoline prices  Threshold autoregressive interval-valued  regression  Volatility  
The Price Elasticity of Natural Gas Demand in China: A Meta-Regression Analysis 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 12, 页码: 18
作者:  Chai, Jian;  Shi, Huiting;  Zhou, Xiaoyang;  Wang, Shouyang
收藏  |  浏览/下载：168/0  |  提交时间：2019/03/05
natural gas  price elasticity  heterogeneity  Meta-regression analysis  
A secondary-decomposition-ensemble learning paradigm for forecasting PM2.5 concentration 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2018, 卷号: 9, 期号: 6, 页码: 989-999
作者:  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：250/0  |  提交时间：2018/11/16
Secondary-decomposition-ensemble learning paradigm  Complementary ensemble empirical mode decomposition  Phase space reconstruction  Least square support vector regression  Hybrid intelligent algorithm  
A semi-heterogeneous approach to combining crude oil price forecasts 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 页码: 279-292
作者:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
收藏  |  浏览/下载：232/0  |  提交时间：2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
The future natural gas consumption in China: Based on the LMDI-STIRPAT-PLSR framework and scenario analysis 期刊论文
ENERGY POLICY, 2018, 卷号: 119, 页码: 215-225
作者:  Chai, Jian;  Liang, Ting;  Lai, Kin Keung;  Zhang, Zhe George;  Wang, Shouyang
收藏  |  浏览/下载：177/0  |  提交时间：2018/09/08
Natural gas consumption  LMDI decomposition  STIRPAT model  PLS regression  Scenario analysis  
Analysis on shock effect of China's high-speed railway on aviation transport 期刊论文
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2018, 卷号: 108, 页码: 35-44
作者:  Chai, Jian;  Zhou, Youhong;  Zhou, Xiaoyang;  Wang, Shouyang;  Zhang, Zhe George;  Liu, Zenghui
收藏  |  浏览/下载：176/0  |  提交时间：2018/07/30
China's high-speed railway  Aviation transport  Aviation mileage  Panel threshold regression model  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
Regional technical efficiency of Chinese Iron and steel industry based on bootstrap network data envelopment analysis 期刊论文
SOCIO-ECONOMIC PLANNING SCIENCES, 2017, 卷号: 57, 页码: 14-24
作者:  Yang, Wei;  Shi, Jinfeng;  Qiao, Han;  Shao, Yanmin;  Wang, Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Technical efficiency  Network DEA  Bootstrap  Convergence  
Analysis of crisis impact on crude oil prices: a new approach with interval time series modelling 期刊论文
QUANTITATIVE FINANCE, 2016, 卷号: 16, 期号: 12, 页码: 1917-1928
作者:  Yang, Wei;  Han, Ai;  Hong, Yongmiao;  Wang, Shouyang
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
Interval dummy variable  Interval time series  Crisis  Crude oil prices  Speculation index  Range volatility