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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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A convex programming solution based debiased estimator for quantile with missing response and high-dimensional covariables
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 14
Authors:
Su, Miaomiao
;
Wang, Qihua
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View/Download:11/0
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Submit date:2022/04/02
High dimensions
Missing at random
Marginal response quantile
Optimal weights
Selection probability function
Jackknife model averaging for high-dimensional quantile regression
期刊论文
BIOMETRICS, 2021, 页码: 12
Authors:
Wang, Miaomiao
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
You, Kang
;
Zou, Guohua
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  |  
View/Download:5/0
  |  
Submit date:2022/04/02
asymptotic optimality
high-dimensional quantile regression
marginal quantile utility
model averaging
Variable selection for random effects two-part models
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 卷号: 28, 期号: 9, 页码: 2697-2709
Authors:
Han, Dongxiao
;
Liu, Lei
;
Su, Xiaogang
;
Johnson, Bankole
;
Sun, Liuquan
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View/Download:74/0
  |  
Submit date:2020/01/10
High dimensional
mixed effects
pharmacogenetics
precision medicine
tuning parameter
variable selection
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:67/0
  |  
Submit date:2018/07/30
borrowing missingness information
missing data
ultrahigh dimensionality
variable screening
ORACLE INEQUALITIES AND SELECTION CONSISTENCY FOR WEIGHTED LASSO IN HIGH-DIMENSIONAL ADDITIVE HAZARDS MODEL
期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 4, 页码: 1903-1920
Authors:
Zhang, Haixiang
;
Sun, Liuquan
;
Zhou, Yong
;
Huang, Jian
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View/Download:39/0
  |  
Submit date:2018/07/30
High-dimensional covariates
oracle inequalities
sign consistency
survival analysis
variable selection
Semi-parametric inference for semi-varying coefficient panel data model with individual effects
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2017, 卷号: 154, 页码: 262-281
Authors:
Hu, Xuemei
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View/Download:15/0
  |  
Submit date:2018/07/30
Panel data
Fixed effects
Random effects
Local linear smoothing
Semi-varying coefficient model
Bootstrap procedure
Dimension reduction estimation for probability density with data missing at random when covariables are present
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 181, 页码: 11-29
Authors:
Deng, Jianqiu
;
Wang, Qihua
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View/Download:51/0
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Submit date:2018/07/30
Kernel density estimation
Kernel regression
Dimension reduction
Missing at random
Asymptotic normality
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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View/Download:33/0
  |  
Submit date:2018/07/30
Central mean subspace
Imputation
Kernel regression
Missing response
Weighted-bandwidth
Jackknife empirical likelihood test for high-dimensional regression coefficients
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2016, 卷号: 94, 页码: 302-316
Authors:
Zang, Yangguang
;
Zhang, Sanguo
;
Li, Qizhai
;
Zhang, Qingzhao
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  |  
View/Download:27/0
  |  
Submit date:2018/07/30
Jackknife empirical likelihood
High-dimensional analysis
Regression coefficients
Partial test with nuisance parameter
Power
Type-I error rate