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Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
Authors:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:49/0  |  Submit date:2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events 期刊论文
LIFETIME DATA ANALYSIS, 2020, 卷号: 26, 期号: 3, 页码: 471-492
Authors:  Sun, Xiaowei;  Ding, Jieli;  Sun, Liuquan
Favorite  |  View/Download:35/0  |  Submit date:2020/06/30
Additive rates model  Estimating equations  Recurrent events  Terminal event  Weighted composite endpoint  
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:39/0  |  Submit date:2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  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:93/0  |  Submit date:2018/07/30
Additive-multiplicative hazard model  Estimating equation  Frailty  Recurrent events  Terminal event  
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
Authors:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
Favorite  |  View/Download:49/0  |  Submit date:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
Joint analysis of recurrent event data with a dependent terminal event 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 卷号: 30, 期号: 6, 页码: 1443-1458
Authors:  Ye, Peng;  Dai, Jiajia;  Zhu, Jun
Favorite  |  View/Download:27/0  |  Submit date:2018/07/30
Additive hazards model  estimating equation  frailty  recurrent events  terminal event  
Time-varying latent model for longitudinal data with informative observation and terminal event times 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 12, 页码: 2393-2410
Authors:  Pei YanBo;  Du Ting;  Sun LiuQuan
Favorite  |  View/Download:26/0  |  Submit date:2018/07/30
estimating equations  informative observation times  joint modeling  longitudinal data  terminal event  time-varying effect  
A class of transformation rate models for recurrent event data 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 11, 页码: 2227-2244
Authors:  Zhang Hu;  Yang QingLong;  Qu LianQiang
Favorite  |  View/Download:15/0  |  Submit date:2018/07/30
Aalen model  estimating equations  recurrent event data  time-varying coefficients  transformation rate models  
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  
Joint analysis of longitudinal data with additive mixed effect model for informative observation times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 卷号: 169, 页码: 43-55
Authors:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
Favorite  |  View/Download:28/0  |  Submit date:2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data