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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:93/0
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Submit date:2022/04/02
Quantile regression
sparsity
ultrahigh-dimensional data
variable screening
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model
期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 卷号: 22, 页码: 39
Authors:
Hao, Meiling
;
Qu, Lianqiang
;
Kong, Dehan
;
Sun, Liuquan
;
Zhu, Hongtu
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View/Download:132/0
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Submit date:2021/10/26
High dimension
Imaging genetics
Matrix linear regression
Optimal mini-max rate
Variable selection
A novel model for the X-chromosome inactivation association on survival data
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2020, 卷号: 29, 期号: 5, 页码: 1305-1314
Authors:
Han, Dongxiao
;
Hao, Meiling
;
Qu, Lianqiang
;
Xu, Wei
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View/Download:121/0
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Submit date:2020/06/30
Cox model
genetic association test
frailty model
right-censored survival data
X-chromosome association
X-chromosome inactivation