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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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Institute ... [3]
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Wang Qihua [2]
Ding Xiaob... [1]
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How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response?
期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2018, 卷号: 45, 期号: 2, 页码: 324-346
Authors:
Wang, Qihua
;
Li, Yongjin
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View/Download:154/0
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Submit date:2018/07/30
borrowing missingness information
missing data
ultrahigh dimensionality
variable screening
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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View/Download:120/0
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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
Mean response estimation with missing response in the presence of high-dimensional covariates
期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 卷号: 46, 期号: 2, 页码: 628-643
Authors:
Li, Yongjin
;
Wang, Qihua
;
Zhu, Liping
;
Ding, Xiaobo
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Submit date:2018/07/30
Central mean subspace
Imputation
Kernel regression
Missing response
Weighted-bandwidth