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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:125/0  |  提交时间:2022/04/02
EM algorithm  interval censoring  minimum information criterion  multivariate analysis  transformation models  
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:133/0  |  提交时间:2022/04/02
General hazards regression  missing at random  relative hazards ratio  time-scale change  weighted estimating equations  
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:150/0  |  提交时间:2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
Marginal regression models with time-varying coefficients for recurrent event data 期刊论文
STATISTICS IN MEDICINE, 2011, 卷号: 30, 期号: 18, 页码: 2265-2277
作者:  Sun, Liuquan;  Zhou, Xian;  Guo, Shaojun
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
recurrent event data  cumulative regression function  marginal rates model  model checking  semiparametric model  time-varying coefficients  
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