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Variable screening for varying coefficient models with ultrahigh-dimensional survival data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 172, 页码: 12
作者:  Qu, Lianqiang;  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：83/0  |  提交时间：2023/02/07
Kernel smoothing  Survival data  Ultrahigh dimensionality  Variable screening  Varying coefficient  
Projection-based and cross-validated estimation in high-dimensional Cox model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
作者:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
收藏  |  浏览/下载：145/0  |  提交时间：2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
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  
The Cox-Aalen model for recurrent-event data with a dependent terminal event 期刊论文
STATISTICA NEERLANDICA, 2019, 卷号: 73, 期号: 2, 页码: 234-255
作者:  Qu, Lianqiang;  Sun, Liuquan
收藏  |  浏览/下载：195/0  |  提交时间：2020/01/10
Cox-Aalen model  estimating equation  recurrent events  share frailty  terminal event  
A class of Box-Cox transformation models for recurrent event data 期刊论文
LIFETIME DATA ANALYSIS, 2011, 卷号: 17, 期号: 2, 页码: 280-301
作者:  Sun, Liuquan;  Tong, Xingwei;  Zhou, Xian
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Box-Cox transformation model  Counting process  Marginal model  Model checking  Profile pseudo-partial likelihood  Recurrent events  
Global Partial Likelihood for Nonparametric Proportional Hazards Models 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 卷号: 105, 期号: 490, 页码: 750-760
作者:  Chen, Kani;  Guo, Shaojun;  Sun, Liuquan;  Wang, Jane-Ling
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Cox model  Local linear smoothing  Local partial likelihood  Semiparametric efficiency  
A goodness-of-fit test for the marginal cox model for correlated interval-censored failure time data 期刊论文
BIOMETRICAL JOURNAL, 2006, 卷号: 48, 期号: 6, 页码: 1020-1028
作者:  Wang, Lianming;  Sun, Liuquan;  Sun, Jianguo
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
correlated failure time data  goodness-of-fit test  marginal approach  regression analysis  
Modeling the subdistribution of a competing risk 期刊论文
STATISTICA SINICA, 2006, 卷号: 16, 期号: 4, 页码: 1367-1385
作者:  Sun, Liuquan;  Liu, Jingxia;  Sun, Jianguo;  Zhang, Mei-Jie
收藏  |  浏览/下载：127/0  |  提交时间：2018/07/30
additive hazards model  competing risk  Cox model  estimating functions  prediction of cumulative incidence function