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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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Variable screening for varying coefficient models with ultrahigh-dimensional survival data
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 172, 页码: 12
Authors:
Qu, Lianqiang
;
Wang, Xiaoyu
;
Sun, Liuquan
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View/Download:45/0
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Submit date:2023/02/07
Kernel smoothing
Survival data
Ultrahigh dimensionality
Variable screening
Varying coefficient
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
  |  
Submit date:2022/04/02
Quantile regression
sparsity
ultrahigh-dimensional data
variable screening
Variable selection for a mark-specific additive hazards model using the adaptive LASSO
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 15
Authors:
Han, Dongxiao
;
Qu, Lianqiang
;
Sun, Liuquan
;
Sun, Yanqing
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View/Download:106/0
  |  
Submit date:2021/10/26
Adaptive LASSO
additive hazards model
competing risks
continuous mark
mark-specific vaccine effects
survival data
A non-marginal variable screening method for the varying coefficient Cox model
期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 2, 页码: 197-209
Authors:
Qu, Lianqiang
;
Sun, Liuquan
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View/Download:128/0
  |  
Submit date:2021/04/26
Cox model
Kernel smoothing
Non-marginal screening
Ultrahigh-dimensionality
Varying coefficient
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
  |  
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
  |  
Submit date:2020/06/30
Cox model
genetic association test
frailty model
right-censored survival data
X-chromosome association
X-chromosome inactivation
The Cox-Aalen model for recurrent-event data with a dependent terminal event
期刊论文
STATISTICA NEERLANDICA, 2019, 卷号: 73, 期号: 2, 页码: 234-255
Authors:
Qu, Lianqiang
;
Sun, Liuquan
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View/Download:164/0
  |  
Submit date:2020/01/10
Cox-Aalen model
estimating equation
recurrent events
share frailty
terminal event
Identification of local sparsity and variable selection for varying coefficient additive hazards models
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
Authors:
Qu, Lianqiang
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:189/0
  |  
Submit date:2018/07/30
Additive hazards models
Group penalty
Kernel smoothing
Local sparsity
Oracle property
Varying coefficients
Joint modeling of recurrent and terminal events using additive models
期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 4, 页码: 699-710
Authors:
Qu, Lianqiang
;
Sun, Liuquan
;
Liu, Lei
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View/Download:131/0
  |  
Submit date:2018/07/30
Additive models
Estimating equations
Frailty
Partial marginal models
Recurrent events
Terminal event
A class of transformation rate models for recurrent event data
期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 11, 页码: 2227-2244
Authors:
Zhang Hu
;
Yang QingLong
;
Qu LianQiang
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View/Download:76/0
  |  
Submit date:2018/07/30
Aalen model
estimating equations
recurrent event data
time-varying coefficients
transformation rate models