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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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Asymptotic optimality  Mahalanobis distance  Mallows criterion  model averaging  multivariate multiple regression model  
Estimating Phred scores of Illumina base calls by logistic regression and sparse modeling 期刊论文
BMC BIOINFORMATICS, 2017, 卷号: 18, 页码: 14
Authors:  Zhang, Sheng;  Wang, Bo;  Wan, Lin;  Li, Lei M.
Favorite  |  View/Download:98/0  |  Submit date:2018/07/30
Base-calling  Logistic regression  Quality score  L-1 regularization  AIC  BIC  Empirical discrimination power  
choiceofweightsinfmaestimatorsundergeneralparametricmodels 期刊论文
sciencechinamathematics, 2013, 卷号: 56, 期号: 3, 页码: 443
Authors:  Zhang Xinyu;  Zou Guohua;  Liang Hua
Favorite  |  View/Download:70/0  |  Submit date:2020/01/10
Choice of weights in FMA estimators under general parametric models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2013, 卷号: 56, 期号: 3, 页码: 443-457
Authors:  Zhang XinYu;  Zou GuoHua;  Liang Hua
Favorite  |  View/Download:56/0  |  Submit date:2021/01/14
REGRESSION  SELECTION  asymptotic optimality  likelihood inference  model averaging  model selection  model selection diagnostics  
Optimal Weight Choice for Frequentist Model Average Estimators 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2011, 卷号: 106, 期号: 495, 页码: 1053-1066
Authors:  Liang, Hua;  Zou, Guohua;  Wan, Alan T. K.;  Zhang, Xinyu
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Asymptotic optimality  Finite sample properties  Mallows criterion  Smoothed AIC  Smoothed BIC  Unbiased MSE estimate  
Some Notes on the Nonnegative Garrote 期刊论文
TECHNOMETRICS, 2010, 卷号: 52, 期号: 3, 页码: 349-361
Authors:  Xiong, Shifeng
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Degree of freedom  Multicollinearity  Shrinkage  Variable selection  
A note on conditional AIC for linear mixed-effects models 期刊论文
BIOMETRIKA, 2008, 卷号: 95, 期号: 3, 页码: 773-778
Authors:  Liang, Hua;  Wu, Hulin;  Zou, Guohua
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Akaike information criterion  conditional likelihood  longitudinal data  marginal likelihood  mixed-effects model  model selection  
Improved AIC selection strategy for survival analysis 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2008, 卷号: 52, 期号: 5, 页码: 2538-2548
Authors:  Liang, Hua;  Zou, Guohua
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AIC  BIC  Kullback-Leibler information  survival analysis  
Modelling subset multivariate ARCH model via the AIC principle 期刊论文
SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY, 2002, 卷号: 45, 期号: 9, 页码: 1089-1099
Authors:  An, HZ;  Fong, PW;  Li, WK
Favorite  |  View/Download:67/0  |  Submit date:2018/07/30
AIC principle  BIC  multivariate ARCH model  subset model