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Simultaneous variable selection in regression analysis of multivariate interval-censored data 期刊论文
BIOMETRICS, 2021, 页码: 12
作者:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan;  Sui, Xuemei
收藏  |  浏览/下载：124/0  |  提交时间：2022/04/02
EM algorithm  interval censoring  minimum information criterion  multivariate analysis  transformation models  
A joint modeling approach for analyzing marker data in the presence of a terminal event 期刊论文
BIOMETRICS, 2020, 页码: 12
作者:  Zhou, Jie;  Chen, Xin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：171/0  |  提交时间：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
作者:  Han, Dongxiao;  Liu, Lei;  Su, Xiaogang;  Johnson, Bankole;  Sun, Liuquan
收藏  |  浏览/下载：207/0  |  提交时间：2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
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
作者:  Han, Miao;  Sun, Liuquan;  Liu, Yutao;  Zhu, Jun
收藏  |  浏览/下载：264/0  |  提交时间：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
作者:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
收藏  |  浏览/下载：198/0  |  提交时间：2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
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
作者:  Miao, Rui;  Chen, Xin;  Sun, Liu-quan
收藏  |  浏览/下载：142/0  |  提交时间：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
作者:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
Joint modeling and estimation for longitudinal data with informative observation and terminal event times 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 卷号: 45, 期号: 22, 页码: 6521-6539
作者:  Du, Ting;  Ding, Jieli;  Sun, Liuquan
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  Terminal event  
Joint modeling of longitudinal data with a dependent terminal event 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 卷号: 45, 期号: 3, 页码: 813-835
作者:  He, Sui;  Du, Ting;  Sun, Liuquan
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Estimating equations  Informative observation times  Joint modeling  Latent variables  Terminal event  Time-varying coefficient  
Regression analysis of longitudinal data with time-dependent covariates in the presence of informative observation and censoring times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 8, 页码: 2902-2919
作者:  Sun, Liuquan;  Song, Xinyuan;  Zhou, Jie
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Generalized estimating equations  Informative observation times  Joint modeling  Latent variables  Model checking  Time-varying coefficient