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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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Model averaging for interval-valued data
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 301, 期号: 2, 页码: 772-784
Authors:
Sun, Yuying
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
Wang, Shouyang
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View/Download:34/0
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Submit date:2023/02/07
Forecasting
Asymptotic optimality
Interval-valued time series
Model averaging
Vector autoregression
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
Authors:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
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View/Download:17/0
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Submit date:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
DISTRIBUTED ORDER ESTIMATION OF ARX MODEL UNDER
期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 卷号: 60, 期号: 3, 页码: 1519-1545
Authors:
Gan, D. I. E.
;
Liu, Zhixin
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Submit date:2023/02/07
distributed order estimation
cooperative excitation condition
distributed least squares
convergence
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
Authors:
Li, Yuze
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhu, Qing
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View/Download:72/0
  |  
Submit date: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)
Research on imbalance between supply and demand in China's natural gas market under the double-track price system
期刊论文
ENERGY POLICY, 2021, 卷号: 155, 页码: 11
Authors:
Chai, Jian
;
Zhang, Xiaokong
;
Lu, Quanying
;
Zhang, Xuejun
;
Wang, Yabo
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Submit date:2021/10/26
Natural gas
Double-track price system
Imbalance
NARDL
China
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
Authors:
He, Yanan
;
Han, Ai
;
Hong, Yongmiao
;
Sun, Yuying
;
Wang, Shouyang
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View/Download:80/0
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Submit date:2021/10/26
ACI model
interval-valued crude oil prices
range
trading strategy
volatility forecast
Model averaging prediction for time series models with a diverging number of parameters
期刊论文
JOURNAL OF ECONOMETRICS, 2021, 卷号: 223, 期号: 1, 页码: 190-221
Authors:
Liao, Jun
;
Zou, Guohua
;
Gao, Yan
;
Zhang, Xinyu
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Submit date:2021/10/26
Asymptotic optimality
Autoregressive process
Consistency
Mallows criterion
Model averaging
Forecasting Bitcoin realized volatility by exploiting measurement error under model uncertainty
期刊论文
JOURNAL OF EMPIRICAL FINANCE, 2021, 卷号: 62, 页码: 179-201
Authors:
Qiu, Yue
;
Wang, Zongrun
;
Xie, Tian
;
Zhang, Xinyu
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View/Download:92/0
  |  
Submit date:2021/10/26
HARQ
Model averaging
&
nbsp
Bitcoin
Realized volatility
Do credit conditions matter for the impact of oil price shocks on stock returns? Evidence from a structural threshold VAR model
期刊论文
INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2021, 卷号: 72, 页码: 1-15
Authors:
Jiang, Yong
;
Wang, Gang-Jin
;
Ma, Chaoqun
;
Yang, Xiaoguang
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View/Download:84/0
  |  
Submit date:2021/04/26
Oil price shocks
Stock returns
Credit regimes
Structure threshold VAR
Nonlinear impulse response functions
Convergence of Self-Tuning Regulators under Conditional Heteroscedastic Noises with Unknown High-Frequency Gain
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 15
Authors:
Zhang, Yaqi
;
Guo, Lei
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View/Download:94/0
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Submit date:2021/01/14
ARCH model
conditional heteroscedasticity
convergence
self-tuning regulator
weighted least-squares algorithm