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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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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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Submit date:2018/07/30
Additive hazards models
Group penalty
Kernel smoothing
Local sparsity
Oracle property
Varying coefficients
Regularized estimation in GINAR(p) process
期刊论文
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2017, 卷号: 46, 期号: 4, 页码: 502-517
Authors:
Zhang, Haixiang
;
Wang, Dehui
;
Sun, Liuquan
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View/Download:171/0
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Submit date:2018/07/30
Integer-valued time series
Penalty function
Oracle property
Thinning operator
Regularized estimation
Penalized estimation equation for an extended single-index model
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2017, 卷号: 69, 期号: 1, 页码: 169-187
Authors:
Li, Yongjin
;
Zhang, Qingzhao
;
Wang, Qihua
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Submit date:2018/07/30
Single-index model
Penalized estimating equations
Variable selection
Oracle property
Smoothly clipped absolute deviation
Adaptive lasso
Model selection and estimation in high dimensional regression models with group SCAD
期刊论文
STATISTICS & PROBABILITY LETTERS, 2015, 卷号: 103, 页码: 86-92
Authors:
Guo, Xiao
;
Zhang, Hai
;
Wang, Yao
;
Wu, Jiang-Lun
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Submit date:2018/07/30
Group selection
High dimension
Oracle property
Group SCAD
Sparsity
Concave group methods for variable selection and estimation in high-dimensional varying coefficient models
期刊论文
Science China Mathematics,, 2014, 卷号: 57, 期号: 10, 页码: 2073-2090
Authors:
Yang GuangRen
;
Huang Jian
;
Zhou Yong
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Submit date:2021/01/14
Efficient estimation of seemingly unrelated additive nonparametric regression models
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2013, 卷号: 26, 期号: 4, 页码: 595-608
Authors:
Yuan Yuan
;
You Jinhong
;
Zhou Yong
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Submit date:2021/01/14
BAYESIAN-INFERENCE
CONSISTENCY
Additive structure
asymptotic normality
nonparametric modelling
polynomial spline
seemingly unrelated regression
two-stage estimation
Statistical inference using a weighted difference-based series approach for partially linear regression models
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 卷号: 102, 期号: 3, 页码: 601-618
Authors:
Ai, Chunrong
;
You, Jinhong
;
Zhou, Yong
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Submit date:2018/07/30
Partially linear model
Fixed effects
Difference-based method
Series approximation
Weighted estimation
Covariate selection