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Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
Favorite  |  View/Download:7/0  |  Submit date: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
Authors:  Ma, Huijuan;  Zhao, Wei;  Zhou, Yong
Favorite  |  View/Download:5/0  |  Submit date: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
Authors:  Fan, Shuqin;  Zhao, Wei;  Wan, Alan T. K.;  Zhou, Yong
Favorite  |  View/Download:5/0  |  Submit date: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
Authors:  Wang, Yongcui;  Chen, Shilong;  Chen, Luonan;  Wang, Yong
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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
Authors:  Song, Shanshan;  Zhou, Yong
Favorite  |  View/Download:17/0  |  Submit date: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
Authors:  Wang, Xin;  Xue, Xiaoming;  Sun, Liuquan
Favorite  |  View/Download:26/0  |  Submit date:2018/10/07
Competing risks  Generalized estimating equation  Pseudo-observations  Regression models  Restricted mean  
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
Authors:  Wang, Xin;  Xue, Xiaoming;  Sun, Liuquan
Favorite  |  View/Download:7/0  |  Submit date:2019/12/31
ORACLE INEQUALITIES AND SELECTION CONSISTENCY FOR WEIGHTED LASSO IN HIGH-DIMENSIONAL ADDITIVE HAZARDS MODEL 期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 4, 页码: 1903-1920
Authors:  Zhang, Haixiang;  Sun, Liuquan;  Zhou, Yong;  Huang, Jian
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Comparative pan-cancer DNA methylation analysis reveals cancer common and specific patterns 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2017, 卷号: 18, 期号: 5, 页码: 761-773
Authors:  Yang, Xiaofei;  Gao, Lin;  Zhang, Shihua
Favorite  |  View/Download:15/0  |  Submit date:2018/07/30
cancer genomics  DNA-methylation  pan-cancer study  bioinformatics  
Mark-specific additive hazards regression with continuous marks 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 3, 页码: 467-494
Authors:  Han, Dongxiao;  Sun, Liuquan;  Sun, Yanqing;  Qi, Li
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Additive hazards model  Competing risks  Confidence bands and tests  Continuous mark  HIV vaccine trial  Mark-specific vaccine effects  Survival data