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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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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:20/0
  |  
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:20/0
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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:21/0
  |  
Submit date:2019/04/02
Asymptotic optimality
Generalized cross-validation
Model averaging
Threshold model
Model averaging based on leave-subject-out cross-validation for vector autoregressions
期刊论文
JOURNAL OF ECONOMETRICS, 2019, 卷号: 209, 期号: 1, 页码: 35-60
Authors:
Liao, Jun
;
Zong, Xianpeng
;
Zhang, Xinyu
;
Zou, Guohua
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View/Download:16/0
  |  
Submit date:2020/01/10
Asymptotic optimality
Consistency
Leave-subject-out cross-validation
Model averaging
Vector autoregressions
Improved Horvitz-Thompson estimator in survey sampling
期刊论文
SURVEY METHODOLOGY, 2019, 卷号: 45, 期号: 1, 页码: 165-184
Authors:
Zong, Xianpeng
;
Zhu, Rong
;
Zou, Guohua
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View/Download:23/0
  |  
Submit date:2020/01/10
Horvitz-Thompson estimator
Inverse probability weighting
Hard-threshold
Robustness
Unequal probability sampling
Sampling without/with replacement
Ratio estimator
Model averaging for multivariate multiple regression models
期刊论文
STATISTICS, 2018, 卷号: 52, 期号: 1, 页码: 205-227
Authors:
Zhu, Rong
;
Zou, Guohua
;
Zhang, Xinyu
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View/Download:23/0
  |  
Submit date:2018/07/30
Asymptotic optimality
Mahalanobis distance
Mallows criterion
model averaging
multivariate multiple regression model
Model averaging for multivariate multiple regression models
期刊论文
STATISTICS, 2018, 卷号: 52, 期号: 1, 页码: 205
Authors:
Zhu, Rong
;
Zou, Guohua
;
Zhang, Xinyu
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View/Download:10/0
  |  
Submit date:2019/12/31
部分函数线性模型的模型平均方法
期刊论文
系统科学与数学, 2018, 卷号: 038, 期号: 007, 页码: 777
Authors:
朱容
;
邹国华
;
张新雨
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View/Download:18/0
  |  
Submit date:2020/01/10
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:11/0
  |  
Submit date:2018/07/30
Biasing factors
mallows
ridge estimator
squared error loss
weight
C13
C14
Optimal Model Averaging Estimation for Generalized Linear Models and Generalized Linear Mixed-Effects Models
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2016, 卷号: 111, 期号: 516, 页码: 1775-1790
Authors:
Zhang, Xinyu
;
Yu, Dalei
;
Zou, Guohua
;
Liang, Hua
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View/Download:15/0
  |  
Submit date:2018/07/30
Asymptotic optimality
Kullback-Leibler loss
Misspecification
Penalized generalized weighted least squares (PGWLS)
Prediction accuracy