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Semiparametric transformation models of survival-out-of-hospital 期刊论文
STATISTICS AND ITS INTERFACE, 2022, 卷号: 15, 期号: 4, 页码: 487-501
作者:  Sun, Xiaowei;  Zeng, Cheng;  Sun, Liuquan
收藏  |  浏览/下载:111/0  |  提交时间:2022/04/29
Estimating equations  Multiple imputation  Recurrent event  Terminal event  Transformation model  Survival-out-of-hospital  
A class of weighted estimating equations for additive hazard models with covariates missing at random 期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 20
作者:  Jin, Jin;  Ye, Peng;  Sun, Liuquan
收藏  |  浏览/下载:140/0  |  提交时间:2021/10/26
additive hazard model  censored data  kernel smoothing  missing at random  weighted estimating equation  
A non-marginal variable screening method for the varying coefficient Cox model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 2, 页码: 197-209
作者:  Qu, Lianqiang;  Sun, Liuquan
收藏  |  浏览/下载:157/0  |  提交时间:2021/04/26
Cox model  Kernel smoothing  Non-marginal screening  Ultrahigh-dimensionality  Varying coefficient  
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:135/0  |  提交时间:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Additive hazards regression with censoring indicators missing at random 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2010, 卷号: 38, 期号: 3, 页码: 333-351
作者:  Song, Xinyuan;  Sun, Liuquan;  Mu, Xiaoyun;  Dinse, Gregg E.
收藏  |  浏览/下载:119/0  |  提交时间:2018/07/30
Additive hazards model  censoring  kernel smoother  missing at random  weighted estimating equation  
Statistical analysis of current status data with informative observation times 期刊论文
STATISTICS IN MEDICINE, 2005, 卷号: 24, 期号: 9, 页码: 1399-1407
作者:  Zhang, ZG;  Sun, JG;  Sun, LQ
收藏  |  浏览/下载:138/0  |  提交时间:2018/07/30
additive hazards model  current status data  informative censoring  regression analysis