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Is refined oil price regulation a "shock absorber" for crude oil price shocks? 期刊论文
ENERGY POLICY, 2023, 卷号: 173, 页码: 15
作者:  Zhang, Qi;  Hu, Yi;  Jiao, Jianbin;  Wang, Shouyang
收藏  |  浏览/下载：105/0  |  提交时间：2023/02/07
Refined oil price regulation  Oil price  Asymmetries  China  
Artificial bee colony-based combination approach to forecasting agricultural commodity prices 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2022, 卷号: 38, 期号: 1, 页码: 21-34
作者:  Wang, Jue;  Wang, Zhen;  Li, Xiang;  Zhou, Hao
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
Agricultural commodity price  Forecast combination  Semi-heterogeneous combination  Artificial bee colony algorithm  Denoising technique  
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 6, 页码: 1357-1368
作者:  Li, Yuze;  Wang, Shouyang;  Wei, Yunjie;  Zhu, Qing
收藏  |  浏览/下载：108/0  |  提交时间：2022/04/02
Gold  Forecasting  Autoregressive processes  Predictive models  Signal resolution  Deep learning  Mathematical model  Algorithmic trading  bidirectional gated recurrent unit (BiGRU)  gold futures price forecasting  variational mode decomposition (VMD)  
Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy 期刊论文
COMPUTATIONAL ECONOMICS, 2021, 页码: 22
作者:  Zhan, Baoqiang;  Zhang, Shu;  Du, Helen S.;  Yang, Xiaoguang
收藏  |  浏览/下载：116/0  |  提交时间：2022/04/02
Statistical arbitrage  Cointegration  Machine learning  Opportunities exploration  
A hybrid VMD-BiGRU model for rubber futures time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wu, Yiqiong;  Wang, Lin
收藏  |  浏览/下载：161/0  |  提交时间：2020/01/10
BiGRU  Rubber futures  Time series  VMD  Volatility prediction  
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：183/0  |  提交时间：2018/11/16
Crude oil futures price  Internet concern  BEMD  ELM  
Do Trading Volume and Downside Trading Volume Help Forecast the Downside Risk? 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 8367-8382
作者:  He, Zhifang;  Huang, Chuangxia;  Gong, Xu;  Yang, Xiaoguang;  Wen, Fenghua
收藏  |  浏览/下载：183/0  |  提交时间：2018/07/30
downside realized semi variance  stock spot market  futures market  risk periods  forecasting power  
Linear and nonlinear Granger causality investigation between carbon market and crude oil market: A multi-scale approach 期刊论文
ENERGY ECONOMICS, 2015, 卷号: 51, 页码: 300-311
作者:  Yu, Lean;  Li, Jingjing;  Tang, Ling;  Wang, Shuai
收藏  |  浏览/下载：91/0  |  提交时间：2018/07/30
Bivariate empirical mode decomposition  Nonlinear Granger causality test  Multi-scale analysis  Carbon market  Crude oil market  
studyontheintradaypatternandthedynamiccorrelationamongreturnvolumeandopeninterestevidencefromchinesecommodityfuturesmarkets 期刊论文
journalofsystemsscienceandcomplexity, 2015, 卷号: 28, 期号: 1, 页码: 156
作者:  Liu Xiangli;  Wang Shouyang
收藏  |  浏览/下载：123/0  |  提交时间：2020/01/10
testinglinearandnonlineargrangercausalityincsi300futuresandspotmarketsbasedonnewconceptsofnonlinearpositivenegativespillover 期刊论文
journalofsystemsscienceandcomplexity, 2014, 卷号: 27, 期号: 4, 页码: 729
作者:  Zhou Pu;  Lu Fengbin;  Wang Shouyang
收藏  |  浏览/下载：100/0  |  提交时间：2020/01/10