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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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SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA
期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
Authors:
Qu, Lianqiang
;
Hao, Meiling
;
Sun, Liuquan
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View/Download:9/0
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Submit date:2022/04/02
Quantile regression
sparsity
ultrahigh-dimensional data
variable screening
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models
期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
Authors:
Liu, Xiaoqian
;
Song, Xinyuan
;
Zhou, Yong
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View/Download:39/0
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Submit date:2020/05/24
DTARCH model
quantile
weighted composite quantile regression
modified likelihood ratio test
restricted WCQR estimators
unrestricted WCQR estimators
Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions
期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2017, 卷号: 79, 期号: 1, 页码: 247-265
Authors:
Fan, Jianqing
;
Li, Quefeng
;
Wang, Yuyan
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View/Download:18/0
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Submit date:2018/07/30
High dimension
Huber loss
M-estimator
Optimal rate
Robust regularization
Composite quantile regression estimation for P-GARCH processes
期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 5, 页码: 977-998
Authors:
Zhao Biao
;
Chen Zhao
;
Tao GuiPing
;
Chen Min
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View/Download:55/0
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Submit date:2018/07/30
composite quantile regression
periodic GARCH process
strictly periodic stationarity
strong consistency
asymptotic normality
compositequantileregressionestimationforpgarchprocesses
期刊论文
sciencechinamathematics, 2016, 卷号: 59, 期号: 5, 页码: 977
Authors:
Zhao Biao
;
Chen Zhao
;
Tao Guiping
;
Chen Min
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View/Download:44/0
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Submit date:2020/01/10