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Projection-based and cross-validated estimation in high-dimensional Cox model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
Authors:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
Favorite  |  View/Download:90/0  |  Submit date:2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
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:93/0  |  Submit date:2018/07/30
Marginal rate model  Box-Cox transformation  partial-score function  terminal event  
Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 11, 页码: 1683-1695
Authors:  Yang, Xue;  Zhou, Yong
Favorite  |  View/Download:56/0  |  Submit date:2018/07/30
two-stage randomization design  inverse probability weighting  Cox regression  covariate adjustment  semiparametric theory  projection theorem  
Power-transformed linear quantile regression estimation for censored competing risks data 期刊论文
Statistics and Its Interface, 2017, 卷号: 10, 期号: 2, 页码: 239-254
Authors:  Fan, Caiyun;  Zhang, Feipeng;  Zhou, Yong
Favorite  |  View/Download:81/0  |  Submit date:2018/07/30
Box-Cox transformation  Censored data  Competing risks  Quantile regression  
aclassofboxcoxtransformationmodelsforrecurrenteventdatawithaterminalevent 期刊论文
actamathematicasinicaenglishseries, 2017, 卷号: 33, 期号: 8, 页码: 1048
Authors:  Zhou Jie;  Zhu Jun;  Sun Liu Quan
Favorite  |  View/Download:48/0  |  Submit date:2020/01/10
Accelerated failure time model with quantile information 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2016, 卷号: 68, 期号: 5, 页码: 1001-1024
Authors:  Zhao, Mu;  Wang, Yixin;  Zhou, Yong
Favorite  |  View/Download:64/0  |  Submit date:2018/07/30
AFT model  Non-smooth estimating equation  Inverse probability weighted  Generalized moment method  Empirical likelihood  
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
Authors:  Miao, Rui;  Sun, Liuquan;  Tian, Guo-Liang
Favorite  |  View/Download:90/0  |  Submit date:2018/07/30
Censored survival data  Box-Cox transformation  Martingale  Quantile regression  Resampling  
Power-transformed linear regression on quantile residual life for censored competing risks data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 卷号: 45, 期号: 20, 页码: 5884-5905
Authors:  Fan, Caiyun;  Zhang, Feipeng;  Zhou, Yong
Favorite  |  View/Download:51/0  |  Submit date:2018/07/30
Box-Cox transformation  Competing risks  Empirical process  Quantile residual life  62N01  62N02  
Analyzing Left-truncated and Right-censored Data under Cox Models with Long-term Survivors 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2013, 卷号: 29, 期号: 2, 页码: 241-252
Authors:  Zhang Feipeng;  Zhou Yong
Favorite  |  View/Download:45/0  |  Submit date:2021/01/14
HAZARDS CURE MODEL  PROPORTIONAL HAZARDS  MIXTURE-MODELS  REGRESSION-MODEL  TIME  semiparametric proportional hazards models  left-truncated and right-censored data  long-term survivors  
SEMIPARAMETRIC ESTIMATION FOR REGRESSION COEFFICIENTS IN THE COX MODEL WITH FAILURE INDICATORS MISSING AT RANDOM 期刊论文
STATISTICA SINICA, 2010, 卷号: 20, 期号: 3, 页码: 1125-1142
Authors:  Liu, Chunling;  Wang, Qihua
Favorite  |  View/Download:91/0  |  Submit date:2018/07/30
Augmented inverse probability weighting  Cox proportional hazards model  missing at random  Nadaraya-Watson kernel estimate  regression imputation