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Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
作者:  Zhang, Shucong;  Zhou, Yong
收藏  |  浏览/下载：182/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
Quantile regression for competing risks analysis under case-cohort design 期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 卷号: 88, 期号: 6, 页码: 1060-1080
作者:  Fan, Caiyun;  Ma, Huijuan;  Zhou, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Augment inverse probability weighted  case-cohort design  competing risks  estimating equation  inverse probability weighted  quantile regression  
ORACLE INEQUALITIES AND SELECTION CONSISTENCY FOR WEIGHTED LASSO IN HIGH-DIMENSIONAL ADDITIVE HAZARDS MODEL 期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 4, 页码: 1903-1920
作者:  Zhang, Haixiang;  Sun, Liuquan;  Zhou, Yong;  Huang, Jian
收藏  |  浏览/下载：151/0  |  提交时间：2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Composite partial likelihood estimation for length-biased and right-censored data with competing risks 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2016, 卷号: 149, 页码: 160-176
作者:  Zhang, Feipeng;  Peng, Heng;  Zhou, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Competing risks  Cumulative incidence function  Composite partial likelihood  Length-biased and right censored data  Resampling  
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：124/0  |  提交时间：2018/07/30
Estimating equations  Missing at random  Resampling method  Semiparametric efficient