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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:110/0  |  提交时间:2023/02/07
dynamic regression  marginal modeling  recurrent events  terminal event  time-varying coefficients  transformation models  
Semiparametric estimation of differences in treatment-specific recurrent event means with a terminal event 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 1-9
作者:  Sun, Xiaowei;  Sun, Liuquan
收藏  |  浏览/下载:227/0  |  提交时间:2020/01/10
Additive models  Marginal mean  Recurrent events  Semiparametric method  Terminal event  Treatment effect  
Joint modeling of recurrent and terminal events using additive models 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 4, 页码: 699-710
作者:  Qu, Lianqiang;  Sun, Liuquan;  Liu, Lei
收藏  |  浏览/下载:197/0  |  提交时间:2018/07/30
Additive models  Estimating equations  Frailty  Partial marginal models  Recurrent events  Terminal event  
A semiparametric additive rates model for multivariate recurrent events with missing event categories 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 卷号: 89, 页码: 39-50
作者:  Ye, Peng;  Zhao, Xingqiu;  Sun, Liuquan;  Xu, Wei
收藏  |  浏览/下载:173/0  |  提交时间:2018/07/30
Additive rates model  Marginal models  Missing at random  Multivariate recurrent events  Weighted estimating equation  
A semiparametric additive rates model for clustered recurrent event data 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2013, 卷号: 29, 期号: 1, 页码: 55-62
作者:  He Sui;  Wang Fen;  Sun Liuquan
收藏  |  浏览/下载:158/0  |  提交时间:2021/01/14
FAILURE TIME DATA  REGRESSION-MODELS  RISK MODEL  additive rates  clustered failure time data  estimating equation  marginal model  recurrent events  
FOCUSED INFORMATION CRITERION AND MODEL AVERAGING FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS 期刊论文
ANNALS OF STATISTICS, 2011, 卷号: 39, 期号: 1, 页码: 174-200
作者:  Zhang, Xinyu;  Liang, Hua
收藏  |  浏览/下载:144/0  |  提交时间:2018/07/30
Additive models  backfitting  focus parameter  generalized partially linear models  marginal integration  model average  model selection  polynomial spline  shrinkage methods  
Regression analysis of multivariate recurrent event data with time-varying covariate effects 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 卷号: 100, 期号: 10, 页码: 2214-2223
作者:  Sun, Liuquan;  Zhu, Liang;  Sun, Jianguo
收藏  |  浏览/下载:146/0  |  提交时间:2018/07/30
Event history study  Marginal models  Recurrent event data  Time-varying coefficients  
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:187/0  |  提交时间:2018/07/30
Cumulative regression function  Generalized estimating equation  Marginal models  Model checking  Repeated measurements  Time-varying coefficients  
A baseline-free procedure for transformation models under interval censorship 期刊论文
LIFETIME DATA ANALYSIS, 2005, 卷号: 11, 期号: 4, 页码: 473-488
作者:  Gu, MG;  Sun, LQ;  Zuo, GX
收藏  |  浏览/下载:160/0  |  提交时间:2018/07/30
interval censored data  marginal likelihood  Markov chain Monte Carlo methods  semiparametric models  stochastic approximation  transformation models