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Joint modeling of generalized scale-change models for recurrent event and failure time data 期刊论文
LIFETIME DATA ANALYSIS, 2022, 页码: 33
作者:  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：83/0  |  提交时间：2023/02/07
Failure time  Frailty  Generalized scale-change models  Informative censoring  Joint modeling  Recurrent events  
Semiparametric transformation models of survival-out-of-hospital 期刊论文
STATISTICS AND ITS INTERFACE, 2022, 卷号: 15, 期号: 4, 页码: 487-501
作者:  Sun, Xiaowei;  Zeng, Cheng;  Sun, Liuquan
收藏  |  浏览/下载：111/0  |  提交时间：2022/04/29
Estimating equations  Multiple imputation  Recurrent event  Terminal event  Transformation model  Survival-out-of-hospital  
Comparison of Two Frameworks for Analyzing Longitudinal Data 期刊论文
STATISTICAL SCIENCE, 2021, 卷号: 36, 期号: 4, 页码: 530-541
作者:  Zhou, Jie;  Zhou, Xiao-Hua;  Sun, Liuquan
收藏  |  浏览/下载：127/0  |  提交时间：2022/04/02
Clustered data framework  counting process framework  estimation procedures  longitudinal data  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
作者:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：197/0  |  提交时间：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
作者:  Sun, Xiaowei;  Ding, Jieli;  Sun, Liuquan
收藏  |  浏览/下载：178/0  |  提交时间：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
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  
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
作者:  Chen, Xin;  Ding, Jieli;  Sun, Liuquan
收藏  |  浏览/下载：192/0  |  提交时间：2019/03/05
Additive rate model  Block bootstrap  Estimating equation  Mixing condition  Modulated renewal process  Recurrent event data  
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
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：269/0  |  提交时间：2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data  
Regularized estimation in GINAR(p) process 期刊论文
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2017, 卷号: 46, 期号: 4, 页码: 502-517
作者:  Zhang, Haixiang;  Wang, Dehui;  Sun, Liuquan
收藏  |  浏览/下载：202/0  |  提交时间：2018/07/30
Integer-valued time series  Penalty function  Oracle property  Thinning operator  Regularized estimation  
Joint analysis of panel count data with an informative observation process and a dependent terminal event 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 4, 页码: 560-584
作者:  Zhou, Jie;  Zhang, Haixiang;  Sun, Liuquan;  Sun, Jianguo
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
Estimating equation  Informative observation process  Joint modeling  Panel count data  Terminal event