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SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
作者:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
收藏  |  浏览/下载:124/0  |  提交时间:2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
ADDITIVE MEAN RESIDUAL LIFE MODEL WITH LATENT VARIABLES UNDER RIGHT CENSORING 期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 1, 页码: 47-66
作者:  He, Haijin;  Pan, Deng;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载:272/0  |  提交时间:2019/03/05
Borrow-strength estimation  corrected estimating equations  distribution-free factor analysis  latent variables  mean residual life function  model checking  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
作者:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
收藏  |  浏览/下载:199/0  |  提交时间:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit 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:136/0  |  提交时间:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
AN ADDITIVE-MULTIPLICATIVE MEAN MODEL FOR MARKER DATA CONTINGENT ON RECURRENT EVENT WITH AN INFORMATIVE TERMINAL EVENT 期刊论文
STATISTICA SINICA, 2016, 卷号: 26, 期号: 3, 页码: 1197-1218
作者:  Han, Miao;  Song, Xinyuan;  Sun, Liuquan;  Liu, Lei
收藏  |  浏览/下载:140/0  |  提交时间:2018/07/30
Estimating equations  joint modeling  latent variables  marker data  recurrent event  terminal event  
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:130/0  |  提交时间:2018/07/30
additive hazards model  competing risk  Cox model  estimating functions  prediction of cumulative incidence function  
The additive hazards model for recurrent gap times 期刊论文
STATISTICA SINICA, 2006, 卷号: 16, 期号: 3, 页码: 919-932
作者:  Sun, Liuquan;  Park, Do-Hwan;  Sun, Jianguo
收藏  |  浏览/下载:90/0  |  提交时间:2018/07/30
additive hazards model  estimating equations  gap time  recurrent event data  regression analysis