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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：204/0  |  提交时间：2020/01/10
Asymptotic optimality  Heteroscedasticity  Mallows criterion  Model averaging  Varying-coefficient partially linear model  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
作者:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
收藏  |  浏览/下载：189/0  |  提交时间：2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
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：143/0  |  提交时间：2018/07/30
Asymptotic optimality  Finite sample properties  Mallows criterion  Smoothed AIC  Smoothed BIC  Unbiased MSE estimate  
Joint modeling of time series measures and recurrent events and analysis of the effects of air quality on respiratory symptoms 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2008, 卷号: 103, 期号: 481, 页码: 48-60
作者:  Zhang, Heping;  Ye, Yuanqing;  Diggle, Peter;  Shi, Jian
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
censored data  joint analysis  longitudinal data  recurrent event