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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 Note on the Convergence of Distributed RLS
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 12, 页码: 6762-6769
Authors:
Liu, Zhaobo
;
Li, Chanying
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Submit date:2023/02/07
Distributed estimation
mean square convergence
noises
recursive least squares
strong consistency
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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View/Download:79/0
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Submit date:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
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:108/0
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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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View/Download:78/0
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Submit date:2022/06/21
Identifiability
Discrete-time
Nonlinear parametrization
Random noises
Strong consistency
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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View/Download:65/0
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Submit date:2023/02/07
distributed order estimation
cooperative excitation condition
distributed least squares
convergence
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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View/Download:82/0
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Submit date:2021/10/26
Asymptotic optimality
Autoregressive process
Consistency
Mallows criterion
Model averaging
Compensated projected Euler-Maruyama method for stochastic differential equations with superlinear jumps
期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2021, 卷号: 393, 页码: 11
Authors:
Li, Min
;
Huang, Chengming
;
Chen, Ziheng
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Submit date:2021/04/26
Stochastic differential equations with jumps
Compensated projected Euler-Maruyama method
Mean square convergence
C-stability
B-consistency
Model averaging based on leave-subject-out cross-validation for vector autoregressions
期刊论文
JOURNAL OF ECONOMETRICS, 2019, 卷号: 209, 期号: 1, 页码: 35-60
Authors:
Liao, Jun
;
Zong, Xianpeng
;
Zhang, Xinyu
;
Zou, Guohua
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View/Download:140/0
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Submit date:2020/01/10
Asymptotic optimality
Consistency
Leave-subject-out cross-validation
Model averaging
Vector autoregressions
An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:
Nie, Xiangli
;
Ding, Shuguang
;
Huang, Xiayuan
;
Qiao, Hong
;
Zhang, Bo
;
Jiang, Zhong-Ping
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View/Download:189/0
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Submit date:2019/03/11
Multiview learning
online classification
passive-aggressive (PA) algorithm
polarimetric synthetic aperture radar (PolSAR)
Asymptotic properties and information criteria for misspecified generalized linear mixed models
期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2018, 卷号: 80, 期号: 4, 页码: 817-836
Authors:
Yu, Dalei
;
Zhang, Xinyu
;
Yau, Kelvin K. W.
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View/Download:106/0
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Submit date:2018/10/07
Asymptotic loss efficiency
Conditional inference
Misspecified generalized linear mixed model
Model selection
Penalized likelihood