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Dynamic semiparametric transformation models for recurrent event data with a terminal event 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
作者:  Jin, Jin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：67/0  |  提交时间：2023/02/07
dynamic regression  marginal modeling  recurrent events  terminal event  time-varying coefficients  transformation models  
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：114/0  |  提交时间：2022/04/29
Estimating equations  Multiple imputation  Recurrent event  Terminal event  Transformation model  Survival-out-of-hospital  
Additive hazard regression of event history studies with intermittently measured covariates 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 22
作者:  Sun, Xiaowei;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：129/0  |  提交时间：2021/10/26
Additive hazard regression  event history data  intermittently measured covariates  kernel weighted estimation  
Projection-based and cross-validated estimation in high-dimensional Cox model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
作者:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
收藏  |  浏览/下载：148/0  |  提交时间：2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
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：202/0  |  提交时间：2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
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：178/0  |  提交时间：2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event  
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
作者:  Qu, Lianqiang;  Sun, Liuquan
收藏  |  浏览/下载：197/0  |  提交时间：2020/01/10
Cox-Aalen model  estimating equation  recurrent events  share frailty  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：193/0  |  提交时间：2019/03/05
Additive rate model  Block bootstrap  Estimating equation  Mixing condition  Modulated renewal process  Recurrent event data  
An Additive Hazards Model for Clustered Recurrent Gap Times 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 5, 页码: 1377-1390
作者:  Kang Fangyuan;  Sun Liuquan;  Cheng Ximing
收藏  |  浏览/下载：173/0  |  提交时间：2018/09/08
Additive hazards model  cluster  gap time  model checking  recurrent event  
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：272/0  |  提交时间：2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data