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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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An adaptive group LASSO approach for domain selection in functional generalized linear models
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
Authors:
Sun, Yifan
;
Wang, Qihua
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Submit date:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
Optimal model averaging for divergent-dimensional Poisson regressions
期刊论文
ECONOMETRIC REVIEWS, 2022, 页码: 31
Authors:
Zou, Jiahui
;
Wang, Wendun
;
Zhang, Xinyu
;
Zou, Guohua
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View/Download:15/0
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Submit date:2022/04/29
Asymptotic optimality
consistency
divergent dimension
model averaging
Poisson regression
Asset selection based on high frequency Sharpe ratio
期刊论文
JOURNAL OF ECONOMETRICS, 2022, 卷号: 227, 期号: 1, 页码: 168-188
Authors:
Wang, Christina Dan
;
Chen, Zhao
;
Lian, Yimin
;
Chen, Min
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View/Download:13/0
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Submit date:2022/04/29
Asset selection
High frequency Sharpe ratio
Ultrahigh dimensional
Serial correlation
Sure screening property
On identifiability of discrete-time nonlinearly parameterized systems
期刊论文
SYSTEMS & CONTROL LETTERS, 2022, 卷号: 160, 页码: 6
Authors:
Li, Chanying
;
Zhang, Xian
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Submit date:2022/06/21
Identifiability
Discrete-time
Nonlinear parametrization
Random noises
Strong consistency
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:13/0
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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)
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input
期刊论文
TECHNOMETRICS, 2021, 页码: 13
Authors:
Li, Zhaohui
;
Tan, Matthias Hwai Yong
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Submit date:2022/04/02
Bayesian calibration
Dimension reduction
Functional input
Sequential design
OPTIMAL MODEL AVERAGING BASED ON GENERALIZED METHOD OF MOMENTS
期刊论文
STATISTICA SINICA, 2021, 卷号: 31, 期号: 4, 页码: 2103-2122
Authors:
Zhang, Xinyu
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Submit date:2022/04/02
Asymptotic optimality
consistency
generalized method of moments
model averaging
Closed-loop identification for a class of nonlinearly parameterized discrete-time systems
期刊论文
AUTOMATICA, 2021, 卷号: 131, 页码: 11
Authors:
Li, Chanying
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Submit date:2021/10/26
Closed-loop identification
Strong consistency
Nonlinear estimator
Parametric systems
Random noises
Complexity of the simplest species tree problem
期刊论文
MOLECULAR BIOLOGY AND EVOLUTION, 2021, 卷号: 38, 期号: 9, 页码: 3993-4009
Authors:
Zhu, Tianqi
;
Yang, Ziheng
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Submit date:2022/04/02
concatenation
efficiency
molecular clock
MSC
multispecies coalescent
species tree
Robust model selection with covariables missing at random
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
Authors:
Liang, Zhongqi
;
Wang, Qihua
;
Wei, Yuting
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View/Download:18/0
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Submit date:2022/04/02
Model selection
Inverse probability weight
Model misspecification
Missing at random
Kullback-Leibler divergence
Robust