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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
作者:  Qu, Lianqiang;  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：88/0  |  提交时间：2023/02/07
Kernel smoothing  Survival data  Ultrahigh dimensionality  Variable screening  Varying coefficient  
Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 3, 页码: 770-777
作者:  Leng, Jiacheng;  Wu, Ling-Yun
收藏  |  浏览/下载：147/0  |  提交时间：2022/04/02
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
作者:  Sun, Xiaowei;  Zeng, Cheng;  Sun, Liuquan
收藏  |  浏览/下载：119/0  |  提交时间：2022/04/29
Estimating equations  Multiple imputation  Recurrent event  Terminal event  Transformation model  Survival-out-of-hospital  
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：136/0  |  提交时间：2022/04/02
General hazards regression  missing at random  relative hazards ratio  time-scale change  weighted estimating equations  
Variable selection 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：217/0  |  提交时间：2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection  
Semiparametric model of mean residual life with biased sampling data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 25
作者:  Ma, Huijuan;  Zhao, Wei;  Zhou, Yong
收藏  |  浏览/下载：182/0  |  提交时间：2020/05/24
Biased sampling  Censored survival data  Estimating equations  Mean residual life  
A composite nonparametric product limit approach for estimating the distribution of survival times under length-biased and right-censored data 期刊论文
STATISTICS AND ITS INTERFACE, 2020, 卷号: 13, 期号: 2, 页码: 221-235
作者:  Fan, Shuqin;  Zhao, Wei;  Wan, Alan T. K.;  Zhou, Yong
收藏  |  浏览/下载：177/0  |  提交时间：2020/05/24
Biased data  Composite nonparametric estimator  Almost sure representation  Right-censored  Strong consistency  Product-limit estimator  
Associating lncRNAs with small molecules via bilevel optimization reveals cancer-related lncRNAs 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 20
作者:  Wang, Yongcui;  Chen, Shilong;  Chen, Luonan;  Wang, Yong
收藏  |  浏览/下载：188/0  |  提交时间：2020/05/24
Nonparametric estimation of the ROC curve for length-biased and right-censored data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 页码: 21
作者:  Song, Shanshan;  Zhou, Yong
收藏  |  浏览/下载：187/0  |  提交时间：2020/01/10
ROC curve  length-biased and right-censored data  nonparametric estimator  composite likelihood  conditional likelihood  
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：258/0  |  提交时间：2018/10/07
Competing risks  Generalized estimating equation  Pseudo-observations  Regression models  Restricted mean