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A joint modeling approach for analyzing marker data in the presence of a terminal event 期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:  Zhou, Jie;  Chen, Xin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:40/0  |  Submit date:2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event  
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
Favorite  |  View/Download:35/0  |  Submit date:2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  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:48/0  |  Submit date:2020/01/10
Cox-Aalen model  estimating equation  recurrent events  share frailty  terminal event  
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:94/0  |  Submit date:2018/07/30
Additive-multiplicative hazard model  Estimating equation  Frailty  Recurrent events  Terminal event  
Joint modeling of recurrent and terminal events using additive models 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 4, 页码: 699-710
Authors:  Qu, Lianqiang;  Sun, Liuquan;  Liu, Lei
Favorite  |  View/Download:36/0  |  Submit date:2018/07/30
Additive models  Estimating equations  Frailty  Partial marginal models  Recurrent events  Terminal event  
Analyzing Longitudinal Data with Informative Observation and Terminal Event Times 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2016, 卷号: 32, 期号: 4, 页码: 1035-1052
Authors:  Miao, Rui;  Chen, Xin;  Sun, Liu-quan
Favorite  |  View/Download:35/0  |  Submit date:2018/07/30
borrow-strength method  frailty model  informative observation times  joint modeling  longitudinal data  terminal event  
A baseline-free procedure for transformation models under interval censorship 期刊论文
LIFETIME DATA ANALYSIS, 2005, 卷号: 11, 期号: 4, 页码: 473-488
Authors:  Gu, MG;  Sun, LQ;  Zuo, GX
Favorite  |  View/Download:24/0  |  Submit date:2018/07/30
interval censored data  marginal likelihood  Markov chain Monte Carlo methods  semiparametric models  stochastic approximation  transformation models  
A universal procedure for parametric frailty models 期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2004, 卷号: 74, 期号: 1, 页码: 1-13
Authors:  Gu, MG;  Sun, LQ;  Huang, CQ
Favorite  |  View/Download:30/0  |  Submit date:2018/07/30
censored survival data  frailty models  general parameter families  Markov chain Monte Carlo methods  stochastic approximation