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Transformed linear quantile regression with censored survival data 期刊论文
STATISTICS AND ITS INTERFACE, 2016, 卷号: 9, 期号: 2, 页码: 131-139
作者:  Miao, Rui;  Sun, Liuquan;  Tian, Guo-Liang
收藏  |  浏览/下载:148/0  |  提交时间:2018/07/30
Censored survival data  Box-Cox transformation  Martingale  Quantile regression  Resampling  
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
作者:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载:132/0  |  提交时间:2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
The strong law under a semiparametric model for truncated and censored data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2006, 卷号: 76, 期号: 14, 页码: 1550-1558
作者:  Sun, Liuquan
收藏  |  浏览/下载:167/0  |  提交时间:2018/07/30
truncated and censored data  product-limit estimator  semiparametric estimation  strong law of large numbers  reverse supermartingale  
A baseline-free procedure for transformation models under interval censorship 期刊论文
LIFETIME DATA ANALYSIS, 2005, 卷号: 11, 期号: 4, 页码: 473-488
作者:  Gu, MG;  Sun, LQ;  Zuo, GX
收藏  |  浏览/下载:139/0  |  提交时间:2018/07/30
interval censored data  marginal likelihood  Markov chain Monte Carlo methods  semiparametric models  stochastic approximation  transformation models  
Survival function and density estimation for truncated dependent data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2001, 卷号: 52, 期号: 1, 页码: 47-57
作者:  Sun, LQ;  Zhou, X
收藏  |  浏览/下载:125/0  |  提交时间:2018/07/30
alpha-mixing  product-limit estimator  kernel density and hazard rate estimation  strong representation  
A semiparametric model for truncated and censored data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2000, 卷号: 48, 期号: 3, 页码: 217-227
作者:  Sun, LQ;  Zhu, LX
收藏  |  浏览/下载:133/0  |  提交时间:2018/07/30
truncated and censored data  product-limit estimator  maximum-likelihood estimation  functional central limit theorem  uniform consistency