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Market volatility, market skewness, and the cross-section of expected returns in Chinese equity markets 期刊论文
APPLIED ECONOMICS, 2022, 页码: 17
作者:  Liu, Qing;  Wang, Shouyang;  Sui, Cong
收藏  |  浏览/下载：55/0  |  提交时间：2023/02/07
Volatility risk  risk-neutral skewness  options  cross-sectional regression  asymmetry  
Heterogeneity dependence between oil prices and exchange rate: Evidence from a parametric test of Granger causality in quantiles 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2022, 卷号: 62, 页码: 15
作者:  Jiang, Yong;  Ren, Yi-Shuai;  Narayan, Seema;  Ma, Chao-Qun;  Yang, Xiao-Guang
收藏  |  浏览/下载：119/0  |  提交时间：2023/02/07
Heterogeneity dependence  Oil price  Exchange rate  Granger causality in quantiles  
Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading 期刊论文
Financial Innovation, 2022, 卷号: 8, 期号: 1
作者:  Li,Yuze;  Jiang,Shangrong;  Li,Xuerong;  Wang,Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2022/04/29
Bitcoin price  Variational mode decomposition  Deep learning  Price forecasting  Algorithmic trading  
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：111/0  |  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)  
A discrete-time and finite-state Markov chain based in-play prediction model for NBA basketball matches 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2021, 卷号: 50, 期号: 11, 页码: 3768-3776
作者:  Shi, Jian;  Song, Kai
收藏  |  浏览/下载：101/0  |  提交时间：2022/04/02
Betting  In-play predictions  Markov chain  Positive returns  Uncertainty analysis  
The time-varying causal relationship between the Bitcoin market and internet attention 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:  Zhang,Xun;  Lu,Fengbin;  Tao,Rui;  Wang,Shouyang
收藏  |  浏览/下载：124/0  |  提交时间：2021/10/26
Bitcoin  Internet attention  Google trends  Time-varying granger causality  Multiple bubbles test  G11  G15  C15  
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:  Li,Yuze;  Jiang,Shangrong;  Wei,Yunjie;  Wang,Shouyang
收藏  |  浏览/下载：122/0  |  提交时间：2021/10/26
Portfolio optimization  Bitcoin  Deep learning  Reinforcement learning  Variational mode decomposition  
Asymmetric responses to Purchasing Managers' Index announcements in China's stock returns 期刊论文
INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, 2021, 页码: 19
作者:  Wang, Yingli;  Lu, Chang;  Yang, Xiaoguang;  Zhang, Qingpeng
收藏  |  浏览/下载：125/0  |  提交时间：2021/10/26
asymmetric response  Chinese stock market  economic period  individual investors  PMI announcements  rise-chasing and down-freezing  
Forecasting crude oil price intervals and return volatility via autoregressive conditional interval models 期刊论文
ECONOMETRIC REVIEWS, 2021, 卷号: 40, 期号: 6, 页码: 584-606
作者:  He, Yanan;  Han, Ai;  Hong, Yongmiao;  Sun, Yuying;  Wang, Shouyang
收藏  |  浏览/下载：125/0  |  提交时间：2021/10/26
ACI model  interval-valued crude oil prices  range  trading strategy  volatility forecast  
Discovering research trends and opportunities of green finance and energy policy: A data-driven scientometric analysis 期刊论文
ENERGY POLICY, 2021, 卷号: 154, 页码: 12
作者:  Wang, Moran;  Li, Xuerong;  Wang, Shouyang
收藏  |  浏览/下载：136/0  |  提交时间：2021/10/26
Green finance policy  Green bonds  Data-driven scientometric analysis  co2 emissions  Fintech