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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
Authors:  Jin, Jin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:107/0  |  Submit date:2023/02/07
dynamic regression  marginal modeling  recurrent events  terminal event  time-varying coefficients  transformation models  
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
Authors:  Wang, Xiaoyu;  Sun, Liuquan
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Failure time  Frailty  Generalized scale-change models  Informative censoring  Joint modeling  Recurrent events  
Variable screening for varying coefficient models with ultrahigh-dimensional survival data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 172, 页码: 12
Authors:  Qu, Lianqiang;  Wang, Xiaoyu;  Sun, Liuquan
Favorite  |  View/Download:115/0  |  Submit date:2023/02/07
Kernel smoothing  Survival data  Ultrahigh dimensionality  Variable screening  Varying coefficient  
Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
Authors:  Ma, Huijuan;  Pang, Weicai;  Sun, Liuquan;  Xu, Wei
Favorite  |  View/Download:126/0  |  Submit date:2023/02/07
additive rates model  missing at random  multivariate recurrent event data  Nadaraya-Watson kernel estimator  weighted estimating equation  
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
Authors:  Sun, Xiaowei;  Zeng, Cheng;  Sun, Liuquan
Favorite  |  View/Download:147/0  |  Submit date:2022/04/29
Estimating equations  Multiple imputation  Recurrent event  Terminal event  Transformation model  Survival-out-of-hospital  
SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
Authors:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
Favorite  |  View/Download:153/0  |  Submit date:2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
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
Authors:  Zhou, Jie;  Zhou, Xiao-Hua;  Sun, Liuquan
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Clustered data framework  counting process framework  estimation procedures  longitudinal data  
Adjusted Log-rank Test with Double Inverse Weighting under Dependent Censoring 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 10, 页码: 1573-1585
Authors:  Guo, Yi Min;  Zhou, Jie;  Sun, Liu Quan
Favorite  |  View/Download:135/0  |  Submit date:2022/04/02
Adjusted log-rank test  dependent censoring  double inverse weighting  survival data  
Mixture proportional hazards cure model with latent variables 期刊论文
STATISTICS IN MEDICINE, 2021, 页码: 15
Authors:  He, Haijin;  Han, Dongxiao;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:161/0  |  Submit date:2022/04/02
cure model  factor analysis  latent variables  logistic regression  proportional hazards model  
Simultaneous variable selection in regression analysis of multivariate interval-censored data 期刊论文
BIOMETRICS, 2021, 页码: 12
Authors:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan;  Sui, Xuemei
Favorite  |  View/Download:156/0  |  Submit date:2022/04/02
EM algorithm  interval censoring  minimum information criterion  multivariate analysis  transformation models