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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.
Favorite  |  View/Download:0/0  |  Submit date:2020/01/10
Asymptotic optimality  Frequentist model averaging  Jackknife model averaging  Mallows model averaging  Parsimony  
Estimating Varying Coefficients for Partial Differential Equation Models 期刊论文
BIOMETRICS, 2017, 卷号: 73, 期号: 3, 页码: 949-959
Authors:  Zhang, Xinyu;  Cao, Jiguo;  Carroll, Raymond J.
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
B-splines  Dynamical models  Inverse problems  LIDAR data  Parameter cascading  System identification  
Linear Model Selection When Covariates Contain Errors 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2017, 卷号: 112, 期号: 520, 页码: 1553-1561
Authors:  Zhang, Xinyu;  Wang, Haiying;  Ma, Yanyuan;  Carroll, Raymond J.
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Errors in covariates  Loss efficiency  Measurement error  Model selection  Selection consistency  
MODEL AVERAGING BASED ON KULLBACK-LEIBLER DISTANCE 期刊论文
STATISTICA SINICA, 2015, 卷号: 25, 期号: 4, 页码: 1583-1598
Authors:  Zhang, Xinyu;  Zou, Guohua;  Carroll, Raymond J.
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Akaike information  Kullback-Leibler distance  model averaging  model selection  prediction