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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:26/0  |  Submit date:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
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:31/0  |  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  
Additive mixed effect model for recurrent gap time data 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 2, 页码: 223-253
Authors:  Ding, Jieli;  Sun, Liuquan
Favorite  |  View/Download:36/0  |  Submit date:2018/07/30
Additive mixed effect model  Estimating equation  Gap times  Random effects  Recurrent event data  
Regression Analysis of Additive Hazards Model With Latent Variables 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 511, 页码: 1148-1159
Authors:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:23/0  |  Submit date:2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes