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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Crude oil price analysis and forecasting: A perspective of "new triangle"
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
Authors:
Lu, Quanying
;
Li, Yuze
;
Chai, Jian
;
Wang, Shouyang
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View/Download:7/0
  |  
Submit date:2020/06/30
Crude oil
Dynamic Bayesian structural time series model
Google trend
Kalman filtering
Spike and slab prior
Bayesian model average
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
Authors:
Li Xin
;
Zhang Xun
;
Wang Shouyang
;
Ma Jian
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View/Download:19/0
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Submit date:2020/01/10
Asymmetric response
crude oil prices
Google search
investor attention
Markov switching autoregressive model
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
Authors:
Sun, Yuying
;
Zhang, Xun
;
Hong, Yongmiao
;
Wang, Shouyang
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View/Download:19/0
  |  
Submit date:2020/01/10
Asymmetry
Crude oil prices
Gasoline prices
Threshold autoregressive interval-valued
regression
Volatility
attentionmattersanexplorationofrelationshipbetweengooglesearchbehaviorsandcrudeoilprices
期刊论文
系统科学与复杂性学报英文版, 2019, 卷号: 000, 期号: 005, 页码: 1438-1459
Authors:
Li Xin
;
Zhang Xun
;
Wang Shouyang
;
Ma Jian
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View/Download:11/0
  |  
Submit date:2020/05/24
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
Authors:
Jiang, Yong
;
Ma, Chao-Qun
;
Yang, Xiao-Guang
;
Ren, Yi-Shuai
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View/Download:15/0
  |  
Submit date:2019/03/05
crude oil
natural gas
petroleum product
structural breaks
time-varying volatility feedback
TVP-SVM 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
Authors:
Jiang, Yong
;
Ma, Chao-Qun
;
Yang, Xiao-Guang
;
Ren, Yi-Shuai
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View/Download:18/0
  |  
Submit date:2019/12/31
A hybrid transfer learning model for crude oil price forecasting
期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 1, 页码: 119-130
Authors:
Xiao, Jin
;
Hu, Yi
;
Xiao, Yi
;
Xu, Lixiang
;
Wang, Shouyang
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View/Download:13/0
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Submit date:2018/07/30
Hybrid transfer learning model
Analog complexing
Genetic algorithm
Crude oil price forecasting
Transfer learning technique
Response pattern of stock returns to international oil price shocks: From the perspective of China's oil industrial chain
期刊论文
APPLIED ENERGY, 2017, 卷号: 185, 页码: 1821-1831
Authors:
Li, Qiming
;
Cheng, Ke
;
Yang, Xiaoguang
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View/Download:6/0
  |  
Submit date:2018/07/30
Oil price shock
China's oil sector
Industrial chain
Stock returns
Analysis of crisis impact on crude oil prices: a new approach with interval time series modelling
期刊论文
QUANTITATIVE FINANCE, 2016, 卷号: 16, 期号: 12, 页码: 1917-1928
Authors:
Yang, Wei
;
Han, Ai
;
Hong, Yongmiao
;
Wang, Shouyang
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View/Download:11/0
  |  
Submit date:2018/07/30
Interval dummy variable
Interval time series
Crisis
Crude oil prices
Speculation index
Range volatility
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
Authors:
Li, Xin
;
Ma, Jian
;
Wang, Shouyang
;
Zhang, Xun
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View/Download:4/0
  |  
Submit date:2018/07/30
Internet-based data
Google search volume index
Crude oil price
Granger causality
Trader positions