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An extreme bias-penalized forecast combination approach to commodity price forecasting
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
作者:
Zhang, Yifei
;
Wang, Jue
;
Yu, Lean
;
Wang, Shouyang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
A dynamic ensemble learning with multi-objective optimization for oil prices prediction
期刊论文
RESOURCES POLICY, 2022, 卷号: 79
作者:
Hao, Jun
;
Feng, Qianqian
;
Yuan, Jiaxin
;
Sun, Xiaolei
;
Li, Jianping
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/05/30
Ensemble forecasting
Dynamic ensemble
Time-varying weight
Oil price forecasting
Multi-objective optimization
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
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  |  
浏览/下载:9/0
  |  
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:10/0
  |  
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
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  |  
浏览/下载:54/0
  |  
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
收藏
  |  
浏览/下载:9/0
  |  
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:24/0
  |  
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:54/0
  |  
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
A multi-scale method for forecasting oil price with multi-factor search engine data
期刊论文
Applied Energy, 2020, 卷号: 257
作者:
Tang, Ling
;
Zhang, Chengyuan
;
Li, Ling
;
Wang, Shouyang
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2019/12/30
A multi-scale method for forecasting oil price with multi-factor search engine data
期刊论文
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
作者:
Tang, Ling
;
Zhang, Chengyuan
;
Li, Ling
;
Wang, Shouyang
收藏
  |  
浏览/下载:91/0
  |  
提交时间:2020/05/24
Big data
Search engine data
Google trends
Multivariate empirical mode decomposition
Oil price forecasting
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