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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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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:23/0
  |  
Submit date:2022/04/02
asymptotic optimality
high-dimensional quantile regression
marginal quantile utility
model averaging
Least Squares Model Averaging Based on Generalized Cross Validation
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 3, 页码: 495-509
Authors:
Li, Xin-min
;
Zou, Guo-hua
;
Zhang, Xin-yu
;
Zhao, Shang-wei
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View/Download:39/0
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Submit date:2021/10/26
asymptotic optimality
frequentist model averaging
generalized cross validation
mallows criterion
Reducing Simulation Input-Model Risk via Input Model Averaging
期刊论文
INFORMS JOURNAL ON COMPUTING, 2021, 卷号: 33, 期号: 2, 页码: 672-684
Authors:
Nelson, Barry L.
;
Wan, Alan T. K.
;
Zou, Guohua
;
Zhang, Xinyu
;
Jiang, Xi
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View/Download:33/0
  |  
Submit date:2021/10/26
input modeling
stochastic simulation
input uncertainty
Quantile Regression under Local Misspecification
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 4, 页码: 790-802
Authors:
Duan, Xiao-gang
;
Wang, Qi-hua
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View/Download:66/0
  |  
Submit date:2021/04/26
frequentist model averaging
focus information criterion
local framework
quantile regression
Model averaging in a multiplicative heteroscedastic model
期刊论文
ECONOMETRIC REVIEWS, 2020, 页码: 25
Authors:
Zhao, Shangwei
;
Ma, Yanyuan
;
Wan, Alan T. K.
;
Zhang, Xinyu
;
Wang, Shouyang
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View/Download:55/0
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Submit date:2020/09/23
Heteroscedasticity-robust
model averaging
multiplicative heteroscedasticity
plug-in
squared prediction risk
Parsimonious Model Averaging With a Diverging Number of Parameters
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 页码: 13
Authors:
Zhang, Xinyu
;
Zou, Guohua
;
Liang, Hua
;
Carroll, Raymond J.
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View/Download:68/0
  |  
Submit date:2020/01/10
Asymptotic optimality
Frequentist model averaging
Jackknife model averaging
Mallows model averaging
Parsimony
A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 882-892
Authors:
Zhu, Rong
;
Wan, Alan T. K.
;
Zhang, Xinyu
;
Zou, Guohua
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View/Download:67/0
  |  
Submit date:2020/01/10
Asymptotic optimality
Heteroscedasticity
Mallows criterion
Model averaging
Varying-coefficient partially linear model
Frequentist model averaging for threshold models
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 2, 页码: 275-306
Authors:
Gao, Yan
;
Zhang, Xinyu
;
Wang, Shouyang
;
Chong, Terence Tai-leung
;
Zou, Guohua
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View/Download:92/0
  |  
Submit date:2019/04/02
Asymptotic optimality
Generalized cross-validation
Model averaging
Threshold model
Frequentist model averaging estimation for the censored partial linear quantile regression model
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 189, 页码: 1-15
Authors:
Sun, Zhimeng
;
Sun, Liuquan
;
Lu, Xiaoling
;
Zhu, Ji
;
Li, Yongzhuang
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View/Download:70/0
  |  
Submit date:2018/07/30
Model averaging
Model selection
Partial linear model
Quantile regression
Random censoring
A semiparametric generalized ridge estimator and link with model averaging
期刊论文
ECONOMETRIC REVIEWS, 2017, 卷号: 36, 期号: 1-3, 页码: 370-384
Authors:
Ullah, Arran
;
Wan, Alan T. K.
;
Wang, Huansha
;
Zhang, Xinyu
;
Zou, Guohua
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View/Download:56/0
  |  
Submit date:2018/07/30
Biasing factors
mallows
ridge estimator
squared error loss
weight
C13
C14