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Estimation in a general semiparametric hazards regression model with missing covariates 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 页码: 28
作者:  Jin, Jin;  Sun, Liuquan
收藏  |  浏览/下载：139/0  |  提交时间：2022/04/02
General hazards regression  missing at random  relative hazards ratio  time-scale change  weighted estimating equations  
Variable selection for a mark-specific additive hazards model using the adaptive LASSO 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 15
作者:  Han, Dongxiao;  Qu, Lianqiang;  Sun, Liuquan;  Sun, Yanqing
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
Adaptive LASSO  additive hazards model  competing risks  continuous mark  mark-specific vaccine effects  survival data  
A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
作者:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan
收藏  |  浏览/下载：156/0  |  提交时间：2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
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：216/0  |  提交时间：2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
Regression analysis of restricted mean survival time based on pseudo-observations for competing risks data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 卷号: 47, 期号: 22, 页码: 5614-5625
作者:  Wang, Xin;  Xue, Xiaoming;  Sun, Liuquan
收藏  |  浏览/下载：259/0  |  提交时间：2018/10/07
Competing risks  Generalized estimating equation  Pseudo-observations  Regression models  Restricted mean  
A class of partially linear transformation models for recurrent gap times 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 卷号: 47, 期号: 3, 页码: 739-766
作者:  Han, Miao;  Han, Dongxiao;  Sun, Liuquan
收藏  |  浏览/下载：196/0  |  提交时间：2018/07/30
Estimating equations  Gap times  Local polynomials  Partially linear transformation models  Recurrent events  
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：144/0  |  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：128/0  |  提交时间：2018/07/30
Estimating equations  Informative observation times  Joint modeling  Latent variables  Terminal event  Time-varying coefficient  
Marginal Regression Model with Time-Varying Coefficients for Panel Data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2009, 卷号: 38, 期号: 8, 页码: 1241-1261
作者:  Sun, Liuquan;  Guo, Shaojun;  Chen, Min
收藏  |  浏览/下载：162/0  |  提交时间：2018/07/30
Cumulative regression function  Generalized estimating equation  Marginal models  Model checking  Repeated measurements  Time-varying coefficients  
Additive hazards model for competing risks analysis of the case-cohort design 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2004, 卷号: 33, 期号: 2, 页码: 351-366
作者:  Sun, JG;  Sun, LQ;  Flournoy, N
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
additive hazards model  case-cohort study  competing risks  correlation