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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
作者:  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载:83/0  |  提交时间:2023/02/07
Failure time  Frailty  Generalized scale-change models  Informative censoring  Joint modeling  Recurrent events  
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
作者:  Guo, Yi Min;  Zhou, Jie;  Sun, Liu Quan
收藏  |  浏览/下载:110/0  |  提交时间:2022/04/02
Adjusted log-rank test  dependent censoring  double inverse weighting  survival data  
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  
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  
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
收藏  |  浏览/下载:144/0  |  提交时间:2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
Estimating Differences in Restricted Mean Lifetime Using Additive Hazards Models under Dependent Censoring 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 1, 页码: 17-34
作者:  Li, Qun;  Zhang, Bao-xue;  Sun, Liu-quan
收藏  |  浏览/下载:157/0  |  提交时间:2021/04/26
additive hazards model  dependent censoring  inverse probability censoring weighting  mean lifetime  
Proportional Mean Residual Life Model with Varying Coefficients for Length-Biased and Right-Censored Data 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 5, 页码: 578-596
作者:  Xu, Da;  Zhou, Yong
收藏  |  浏览/下载:155/0  |  提交时间:2020/06/30
Length-biased data  proportional hazards model  mean residual life  varying-coefficient model  
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
作者:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
收藏  |  浏览/下载:205/0  |  提交时间:2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection  
Joint feature screening for ultra-high-dimensional sparse additive hazards model by the sparsity-restricted pseudo-score estimator 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 5, 页码: 1007-1031
作者:  Chen, Xiaolin;  Liu, Yi;  Wang, Qihua
收藏  |  浏览/下载:195/0  |  提交时间:2020/01/10
Additive hazards model  Joint feature screening  Iterative hard-thresholding algorithm  Sure screening property  
Local composite partial likelihood estimation for length-biased and right-censored data 期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2019, 卷号: 89, 期号: 14, 页码: 2661-2677
作者:  Xu, Da;  Zhou, Yong
收藏  |  浏览/下载:186/0  |  提交时间:2020/01/10
Length-biased and right-censored data  proportional hazard model  composite partial likelihood  varying-coefficient model