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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：176/0  |  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：169/0  |  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：145/0  |  提交时间：2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Analyzing Right-Censored Length-Biased Data with Additive Hazards Model 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2017, 卷号: 33, 期号: 4, 页码: 893-908
作者:  Zhao, Mu;  Lin, Cun-jie;  Zhou, Yong
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30
additive hazards model  length-biased data  dependent censoring  estimating equation  
Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 11, 页码: 1683-1695
作者:  Yang, Xue;  Zhou, Yong
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
two-stage randomization design  inverse probability weighting  Cox regression  covariate adjustment  semiparametric theory  projection theorem  
A resampling method by perturbing the estimating functions for quantile regression with missing data 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 卷号: 46, 期号: 8, 页码: 6661-6671
作者:  Zhang, Li;  Lin, Cunjie;  Zhou, Yong
收藏  |  浏览/下载：151/0  |  提交时间：2018/07/30
Bootstrap  Estimating equations  Missing data  Resampling method  Quantile regression  
Sure feature screening for high-dimensional dichotomous classification 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 12, 页码: 2527-2542
作者:  Shao Li;  Yu Yuan;  Zhou Yong
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
ultra-high dimensional data  dichotomous classification  sure screening property  
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：164/0  |  提交时间：2018/07/30
Competing risks  Cumulative incidence function  Composite partial likelihood  Length-biased and right censored data  Resampling