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Consistent test for parametric models with right-censored data using projections 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 118, 页码: 112-125
Authors:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
Authors:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
Favorite  |  View/Download:11/0  |  Submit date:2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression  
A class of partially linear transformation models for recurrent gap times 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 卷号: 47, 期号: 3, 页码: 739-766
Authors:  Han, Miao;  Han, Dongxiao;  Sun, Liuquan
Favorite  |  View/Download:13/0  |  Submit date:2018/07/30
Estimating equations  Gap times  Local polynomials  Partially linear transformation models  Recurrent events  
Regularized estimation in GINAR(p) process 期刊论文
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2017, 卷号: 46, 期号: 4, 页码: 502-517
Authors:  Zhang, Haixiang;  Wang, Dehui;  Sun, Liuquan
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Integer-valued time series  Penalty function  Oracle property  Thinning operator  Regularized estimation  
Joint analysis of panel count data with an informative observation process and a dependent terminal event 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 4, 页码: 560-584
Authors:  Zhou, Jie;  Zhang, Haixiang;  Sun, Liuquan;  Sun, Jianguo
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
Estimating equation  Informative observation process  Joint modeling  Panel count data  Terminal event  
Frequentist model averaging estimation for the censored partial linear quantile regression model 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 189, 页码: 1-15
Authors:  Sun, Zhimeng;  Sun, Liuquan;  Lu, Xiaoling;  Zhu, Ji;  Li, Yongzhuang
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Model averaging  Model selection  Partial linear model  Quantile regression  Random censoring  
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:4/0  |  Submit date:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
A Class of Box-Cox Transformation Models for Recurrent Event Data with a Terminal Event 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2017, 卷号: 33, 期号: 8, 页码: 1048-1060
Authors:  Zhou, Jie;  Zhu, Jun;  Sun, Liu Quan
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Marginal rate model  Box-Cox transformation  partial-score function  terminal event  
Analysis of a fixed center effect additive rates model for recurrent event data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017, 卷号: 112, 页码: 186-197
Authors:  He, Haijin;  Pan, Deng;  Sun, Liuquan;  Li, Yimei;  Robison, Leslie L.;  Song, Xinyuan
Favorite  |  View/Download:10/0  |  Submit date:2018/07/30
Additive rates model  Center effects  Recurrent events  Terminal event  Model checking  
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:5/0  |  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