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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
作者:  Zhang, Xinyu;  Zou, Guohua;  Liang, Hua;  Carroll, Raymond J.
收藏  |  浏览/下载：173/0  |  提交时间：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
作者:  Zhu, Rong;  Wan, Alan T. K.;  Zhang, Xinyu;  Zou, Guohua
收藏  |  浏览/下载：183/0  |  提交时间：2020/01/10
Asymptotic optimality  Heteroscedasticity  Mallows criterion  Model averaging  Varying-coefficient partially linear model  
Optimal Subsampling for Large Sample Logistic Regression 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 522, 页码: 829-844
作者:  Wang, HaiYing;  Zhu, Rong;  Ma, Ping
收藏  |  浏览/下载：171/0  |  提交时间：2018/09/08
A-optimality  Logistic regression  Massive data  Optimal subsampling  Rare event  
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
作者:  Zhang, Xinyu;  Yu, Dalei;  Zou, Guohua;  Liang, Hua
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Asymptotic optimality  Kullback-Leibler loss  Misspecification  Penalized generalized weighted least squares (PGWLS)  Prediction accuracy  
Regression Analysis of Additive Hazards Model With Latent Variables 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 511, 页码: 1148-1159
作者:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
Efficient Quantile Regression Analysis With Missing Observations 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 510, 页码: 723-741
作者:  Chen, Xuerong;  Wan, Alan T. K.;  Zhou, Yong
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
Estimating equations  Missing at random  Resampling method  Semiparametric efficient  
LADE-Based Inference for ARMA Models With Unspecified and Heavy-Tailed Heteroscedastic Noises 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 510, 页码: 784-794
作者:  Zhu, Ke;  Ling, Shiqing
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
ARMA(p, q) models  Asymptotic normality  G/ARCH noises  Heavy-tailed noises  LADE  Random weighting approach  Self-weighted LADE  Sign-based portmanteau test  Strong consistency  
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
作者:  Liang, Hua;  Zou, Guohua;  Wan, Alan T. K.;  Zhang, Xinyu
收藏  |  浏览/下载：125/0  |  提交时间：2018/07/30
Asymptotic optimality  Finite sample properties  Mallows criterion  Smoothed AIC  Smoothed BIC  Unbiased MSE estimate  
Least Absolute Relative Error Estimation 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 卷号: 105, 期号: 491, 页码: 1104-1112
作者:  Chen, Kani;  Guo, Shaojun;  Lin, Yuanyuan;  Ying, Zhiliang
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
Logarithm transformation  Multiplicative regression model  Random weighting  
A Rank-Based Test for Comparison of Multidimensional Outcomes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 卷号: 105, 期号: 490, 页码: 578-587
作者:  Liu, Aiyi;  Li, Qizhai;  Liu, Chunling;  Yu, Kai;  Yu, Kai F.
收藏  |  浏览/下载：103/0  |  提交时间：2018/07/30
Autism spectrum disorder  Behrens-Fisher problem  Cardioprotective solution  Case-control studies  Growth hormones  Multiple outcomes  Nonparametrics  Rank-sum statistics