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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：183/0  |  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：176/0  |  提交时间：2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
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  
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  
A Class of Transformed Mean Residual Life Models With Censored Survival Data 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2009, 卷号: 104, 期号: 486, 页码: 803-815
作者:  Sun, Liuquan;  Zhang, Zhigang
收藏  |  浏览/下载：143/0  |  提交时间：2018/07/30
Censored survival data  Estimating equation approach  Inverse probability of censoring weighting  Mean residual life  Semiparametric efficiency  Transformed models  
Estimating Equations Inference With Missing Data 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2008, 卷号: 103, 期号: 483, 页码: 1187-1199
作者:  Zhou, Yong;  Wan, Alan T. K.;  Wang, Xiaojing
收藏  |  浏览/下载：107/0  |  提交时间：2018/07/30
Empirical likelihood  Estimating equations  Generalized method of moments  Kernel regression  Missing at random  Reduced dimension  
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：91/0  |  提交时间：2018/07/30
censored data  joint analysis  longitudinal data  recurrent event  
Regression analysis of longitudinal data in the presence of informative observation and censoring times 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2007, 卷号: 102, 期号: 480, 页码: 1397-1406
作者:  Sun, Jianguo;  Sun, Liuquan;  Liu, Dandan
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
estimating equation  informative observation process  joint modeling  latent variables  
Semiparametric regression analysis of longitudinal data with informative observation times 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2005, 卷号: 100, 期号: 471, 页码: 882-889
作者:  Sun, JG;  Park, DH;  Sun, LQ;  Zhao, XQ
收藏  |  浏览/下载：127/0  |  提交时间：2018/07/30
estimating equation  informative observation times  longitudinal data  nonhomogeneous poisson process