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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：204/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
Attention Matters: An Exploration of Relationship Between Google Search Behaviors and Crude Oil Prices 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2019, 卷号: 32, 期号: 5, 页码: 1438-1459
作者:  Li Xin;  Zhang Xun;  Wang Shouyang;  Ma Jian
收藏  |  浏览/下载：168/0  |  提交时间：2020/01/10
Asymmetric response  crude oil prices  Google search  investor attention  Markov switching autoregressive model  
Return and Volatility Connectedness between Stock Markets and Macroeconomic Factors in the G-7 Countries 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2019, 卷号: 28, 期号: 1, 页码: 1-36
作者:  Abbas, Ghulam;  Hammoudeh, Shawkat;  Shahzad, Syed Jawad Hussain;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：222/0  |  提交时间：2019/03/11
G-7 return  volatility  connectedness  macroeconomic factors  generalized VAR  
returnandvolatilityconnectednessbetweenstockmarketsandmacroeconomicfactorsintheg7countries 期刊论文
journalofsystemsscienceandsystemsengineering, 2019, 卷号: 28, 期号: 1, 页码: 1
作者:  Abbas Ghulam;  Hammoudeh Shawkat;  Shahzad Syed Jawad Hussain;  Wang Shouyang;  Wei Yunjie
收藏  |  浏览/下载：173/0  |  提交时间：2020/01/10
Fuzzy Views on Black-Litterman Portfolio Selection Model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 4, 页码: 975-987
作者:  Fang, Yong;  Bo, Lin;  Zhao, Daping;  Wang, Shouyang
收藏  |  浏览/下载：159/0  |  提交时间：2018/07/30
Black-Litterman optimization  fuzzy covariance  fuzzy number  portfolio selection  
cointegrationandcausalityrelationshipbetweenstockmarketmoneymarketandforeignexchangemarketinpakistan 期刊论文
journalofsystemsscienceandinformation, 2017, 卷号: 000, 期号: 001, 页码: 1
作者:  Abbas Ghulam;  Bhowmik Roni;  Koju Laxmi;  Wang Shouyang
收藏  |  浏览/下载：119/0  |  提交时间：2020/01/10
Time-consistent investment strategy under partial information 期刊论文
INSURANCE MATHEMATICS & ECONOMICS, 2015, 卷号: 65, 页码: 187-197
作者:  Li, Yongwu;  Qiao, Han;  Wang, Shouyang;  Zhang, Ling
收藏  |  浏览/下载：104/0  |  提交时间：2018/07/30
Time inconsistency  Mean-variance  Partial information  Equilibrium strategy  Extended HJB system of equations  
How does Google search affect trader positions and crude oil prices? 期刊论文
ECONOMIC MODELLING, 2015, 卷号: 49, 页码: 162-171
作者:  Li, Xin;  Ma, Jian;  Wang, Shouyang;  Zhang, Xun
收藏  |  浏览/下载：96/0  |  提交时间：2018/07/30
Internet-based data  Google search volume index  Crude oil price  Granger causality  Trader positions  
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：124/0  |  提交时间：2020/01/10
Transaction tax, heterogeneous traders and market volatility 期刊论文
KYBERNETES, 2015, 卷号: 44, 期号: 5, 页码: 757-770
作者:  Li, Hongquan;  Cheng, Gang;  Wang, Shouyang
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Economics  Risk management  Complexity  Simulation  Modelling