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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  
The influencing mechanism of multi-factors on green investments: A hybrid analysis 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 239, 页码: 12
作者:  Du, Helen S.;  Zhan, Baoqiang;  Xu, Jiahong;  Yang, Xiaoguang
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Green investments  Multi-factors  LDA topic model  Spatial econometric  
A New Approach for Stock Price Analysis and Prediction Based on SSA and SVM 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 1, 页码: 287-310
作者:  Xiao, Jihong;  Zhu, Xuehong;  Huang, Chuangxia;  Yang, Xiaoguang;  Wen, Fenghua;  Zhong, Meirui
收藏  |  浏览/下载：189/0  |  提交时间：2019/03/11
Stock price  singular spectrum analysis  support vector machine  combined model  
Time-Varying Volatility Feedback of Energy Prices: Evidence from Crude Oil, Petroleum Products, and Natural Gas Using a TVP-SVM Model 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 12, 页码: 17
作者:  Jiang, Yong;  Ma, Chao-Qun;  Yang, Xiao-Guang;  Ren, Yi-Shuai
收藏  |  浏览/下载：142/0  |  提交时间：2019/03/05
crude oil  natural gas  petroleum product  structural breaks  time-varying volatility feedback  TVP-SVM model  
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：185/0  |  提交时间：2018/07/30
downside realized semi variance  stock spot market  futures market  risk periods  forecasting power  
Extreme Return, Extreme Volatility and Investor Sentiment 期刊论文
FILOMAT, 2016, 卷号: 30, 期号: 15, 页码: 3949-3961
作者:  Gong, Xu;  Wen, Fenghua;  He, Zhifang;  Yang, Jia;  Yang, Xiaoguang;  Pan, Bin
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
Extreme return  Extreme volatility  Investor sentiment  Quantile regression