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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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View/Download:5/0
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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:15/0
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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:3/0
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Submit date:2022/06/21
Identifiability
Discrete-time
Nonlinear parametrization
Random noises
Strong consistency
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:24/0
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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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View/Download:40/0
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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:59/0
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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:91/0
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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:51/0
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Submit date:2018/10/07
Asymptotic loss efficiency
Conditional inference
Misspecified generalized linear mixed model
Model selection
Penalized likelihood
Local variable selection of nonlinear nonparametric systems by first order expansion
期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 111, 页码: 1-8
Authors:
Zhao, Wenxiao
;
Chen, Han-Fu
;
Bai, Er-Wei
;
Li, Kang
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View/Download:52/0
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Submit date:2018/07/30
Nonlinear ARX system
Variable selection
Local linear estimator
Strong consistency
A posteriori error analysis of nonconforming finite element methods for convection-diffusion problems
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017, 卷号: 321, 页码: 416-426
Authors:
Zhang, Bei
;
Chen, Shaochun
;
Zhao, Jikun
;
Mao, Shipeng
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View/Download:36/0
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Submit date:2018/07/30
A posteriori error estimates
Semi-robustness and robustness
Nonconforming quadrilateral finite elements
Convection-diffusion problem