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Variable selection for random effects two-part models 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 卷号: 28, 期号: 9, 页码: 2697-2709
Authors:  Han, Dongxiao;  Liu, Lei;  Su, Xiaogang;  Johnson, Bankole;  Sun, Liuquan
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
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
Authors:  Qu, Lianqiang;  Sun, Liuquan
Favorite  |  View/Download:7/0  |  Submit date:2020/01/10
Cox-Aalen model  estimating equation  recurrent events  share frailty  terminal event  
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
Authors:  He, Haijin;  Pan, Deng;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:7/0  |  Submit date:2019/03/05
Borrow-strength estimation  corrected estimating equations  distribution-free factor analysis  latent variables  mean residual life function  model checking  
Semiparametric estimation of differences in treatment-specific recurrent event means with a terminal event 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 1-9
Authors:  Sun, Xiaowei;  Sun, Liuquan
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
Additive models  Marginal mean  Recurrent events  Semiparametric method  Terminal event  Treatment effect  
带终止事件纵向数据半参数部分线性单指标模型 期刊论文
中国科学数学, 2019, 卷号: 049, 期号: 001, 页码: 73
Authors:  周洁;  周晓华;  孙六全
Favorite  |  View/Download:5/0  |  Submit date:2020/01/10
A semiparametric additive rate model for a modulated renewal process 期刊论文
LIFETIME DATA ANALYSIS, 2018, 卷号: 24, 期号: 4, 页码: 675-698
Authors:  Chen, Xin;  Ding, Jieli;  Sun, Liuquan
Favorite  |  View/Download:10/0  |  Submit date:2019/03/05
Additive rate model  Block bootstrap  Estimating equation  Mixing condition  Modulated renewal process  Recurrent event data  
An Additive Hazards Model for Clustered Recurrent Gap Times 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 5, 页码: 1377-1390
Authors:  Kang Fangyuan;  Sun Liuquan;  Cheng Ximing
Favorite  |  View/Download:12/0  |  Submit date:2018/09/08
Additive hazards model  cluster  gap time  model checking  recurrent event  
Identification of local sparsity and variable selection for varying coefficient additive hazards models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
Authors:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:14/0  |  Submit date:2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
Joint analysis of recurrent event data with additive-multiplicative hazards model for the terminal event time 期刊论文
METRIKA, 2018, 卷号: 81, 期号: 5, 页码: 523-547
Authors:  Han, Miao;  Sun, Liuquan;  Liu, Yutao;  Zhu, Jun
Favorite  |  View/Download:14/0  |  Submit date:2018/07/30
Additive-multiplicative hazard model  Estimating equation  Frailty  Recurrent events  Terminal event  
Consistent test for parametric models with right-censored data using projections 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 118, 页码: 112-125
Authors:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data