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Surrogate space based dimension reduction for nonignorable nonresponse 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
Authors:  Deng, Jianqiu;  Yang, Xiaojie;  Wang, Qihua
Favorite  |  View/Download:12/0  |  Submit date:2022/04/02
Sufficient dimension reduction  Nonignorable nonresponse  Cumulative mean estimation  Exponential tilting model  Regression calibration  Surrogate subspace  
MultiWaver 2.0: modeling discrete and continuous gene flow to reconstruct complex population admixtures 期刊论文
EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 卷号: 27, 期号: 1, 页码: 133-139
Authors:  Ni, Xumin;  Yuan, Kai;  Liu, Chang;  Feng, Qidi;  Tian, Lei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:116/0  |  Submit date:2019/03/05
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
Favorite  |  View/Download:48/0  |  Submit date:2018/07/30
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:34/0  |  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:18/0  |  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:13/0  |  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
Favorite  |  View/Download:27/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:18/0  |  Submit date:2018/07/30
Degree of freedom  Multicollinearity  Shrinkage  Variable 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
Favorite  |  View/Download:20/0  |  Submit date:2018/07/30
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:24/0  |  Submit date:2018/07/30
AIC principle  BIC  multivariate ARCH model  subset model