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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:7/0  |  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:7/0  |  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:6/0  |  Submit date:2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event  
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:19/0  |  Submit date:2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
Semi-parametric small area inference in generalized semi-varying coefficient mixed effects models 期刊论文
STATISTICAL PAPERS, 2019, 卷号: 60, 期号: 4, 页码: 1039-1058
Authors:  Hu, Xuemei;  Yang, Weiming
Favorite  |  View/Download:10/0  |  Submit date:2020/01/10
Semi-parametric inference  Mixed effects models  Bootstrap  Generalized semi-varying coefficient mixed effects models  Longitudinal data  
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:22/0  |  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:19/0  |  Submit date:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
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
Authors:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
Favorite  |  View/Download:11/0  |  Submit date:2019/12/31
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:13/0  |  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:6/0  |  Submit date:2018/07/30
estimating equations  informative observation times  joint modeling  longitudinal data  terminal event  time-varying effect