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Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载：207/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
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：195/0  |  提交时间：2020/01/10
Asymmetry  Crude oil prices  Gasoline prices  Threshold autoregressive interval-valued  regression  Volatility  
Crude oil price forecasting based on internet concern using an extreme learning machine 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2018, 卷号: 34, 期号: 4, 页码: 665-677
作者:  Wang, Jue;  Athanasopoulos, George;  Hyndman, Rob J.;  Wang, Shouyang
收藏  |  浏览/下载：185/0  |  提交时间：2018/11/16
Crude oil futures price  Internet concern  BEMD  ELM  
A study on transport costs and China's Exports: An extended gravity model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 卷号: 30, 期号: 6, 页码: 1403-1424
作者:  Xu, Lizhi;  Lai, Kin Keung;  Qiao, Han;  Wang, Shouyang
收藏  |  浏览/下载：169/0  |  提交时间：2018/07/30
Extended gravity model  transport costs  port efficiency  manufacturing base  processing center  
Time-varying coefficient vector autoregressions model based on dynamic correlation with an application to crude oil and stock markets 期刊论文
ENVIRONMENTAL RESEARCH, 2017, 卷号: 152, 页码: 351-359
作者:  Lu, Fengbin;  Qiao, Han;  Wang, Shouyang;  Lai, Kin Keung;  Li, Yuze
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Time-varying coefficient VAR  Dynamic lagged correlation  Granger causality  Crude oil  Stock market