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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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A novel multiscale forecasting model for crude oil price time series
期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
A New Two-Stage Approach with Boosting and Model Averaging for Interval-Valued Crude Oil Prices Forecasting in Uncertainty Environments
期刊论文
FRONTIERS IN ENERGY RESEARCH, 2021, 卷号: 9, 页码: 11
作者:
Huang, Bai
;
Sun, Yuying
;
Wang, Shouyang
收藏
  |  
浏览/下载:119/0
  |  
提交时间:2022/04/02
crude oil prices forecasting
forecast combination
interval-valued time series
model averaging
vector L2-boosting
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
A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
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  |  
浏览/下载:145/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
Forecasting crude oil price with multilingual search engine data
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:
Li, Jingjing
;
Tang, Ling
;
Wang, Shouyang
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  |  
浏览/下载:168/0
  |  
提交时间:2020/06/30
Big data
Multilingual search engine index
Crude oil price forecasting
Google Trends
Artificial intelligence
Crude oil price analysis and forecasting: A perspective of "new triangle"
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
作者:
Lu, Quanying
;
Li, Yuze
;
Chai, Jian
;
Wang, Shouyang
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  |  
浏览/下载:197/0
  |  
提交时间: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
作者:
Li Xin
;
Zhang Xun
;
Wang Shouyang
;
Ma Jian
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  |  
浏览/下载:171/0
  |  
提交时间:2020/01/10
Asymmetric response
crude oil prices
Google search
investor attention
Markov switching autoregressive model
Market inefficiencies associated with pricing oil stocks during shocks
期刊论文
ENERGY ECONOMICS, 2019, 卷号: 81, 页码: 661-671
作者:
Qiao, Kenan
;
Sun, Yuying
;
Wang, Shouyang
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  |  
浏览/下载:207/0
  |  
提交时间:2020/01/10
Crude oil shocks
Interval-valued factor pricing models
Market efficiency
Oil stocks
Quantile regression
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
作者:
Sun, Yuying
;
Zhang, Xun
;
Hong, Yongmiao
;
Wang, Shouyang
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2020/01/10
Asymmetry
Crude oil prices
Gasoline prices
Threshold autoregressive interval-valued
regression
Volatility
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
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  |  
浏览/下载:144/0
  |  
提交时间:2019/03/05
crude oil
natural gas
petroleum product
structural breaks
time-varying volatility feedback
TVP-SVM model