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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
作者:  Fan, Shuqin;  Zhao, Wei;  Wan, Alan T. K.;  Zhou, Yong
收藏  |  浏览/下载：174/0  |  提交时间：2020/05/24
Biased data  Composite nonparametric estimator  Almost sure representation  Right-censored  Strong consistency  Product-limit estimator  
Nonparametric estimate of conditional quantile residual lifetime for right censored data 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 61-70
作者:  Liu, Yutao;  Lin, Cunjie;  Zhou, Yong
收藏  |  浏览/下载：119/0  |  提交时间：2019/12/13
Local Kaplan-Meier estimate  Quantile residual lifetime  Right censored data  
A semiparametric linear transformation model for general biased-sampling and right-censored data 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 77-92
作者:  Wei, Wenhua;  Zhou, Yong;  Wan, Alan T. K.
收藏  |  浏览/下载：130/0  |  提交时间：2019/12/13
Biased-sampling  Estimating equation  Right-censoring  Semiparametric linear transformation model  
GENERALIZED METHOD OF MOMENTS FOR NONIGNORABLE MISSING DATA 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 4, 页码: 2107-2124
作者:  Zhang, Li;  Lin, Cunjie;  Zhou, Yong
收藏  |  浏览/下载：208/0  |  提交时间：2019/01/11
Estimating equations  exponential tilting  generalized method of moments  kernel regression  nonignorable missing  nonresponse instrument  
An embedded estimating equation for the additive risk model with biased-sampling data 期刊论文
SCIENCE CHINA-MATHEMATICS, 2018, 卷号: 61, 期号: 8, 页码: 1495-1518
作者:  Zhang, Feipeng;  Zhao, Xingqiu;  Zhou, Yong
收藏  |  浏览/下载：173/0  |  提交时间：2018/09/08
additive risk model  biased-sampling data  missing covariates  estimating equation  model checking  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
作者:  Zhang, Shucong;  Zhou, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
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
作者:  Zhang, Haixiang;  Sun, Liuquan;  Zhou, Yong;  Huang, Jian
收藏  |  浏览/下载：138/0  |  提交时间：2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Pseudo-likelihood for case-cohort studies under length-biased sampling 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 卷号: 46, 期号: 1, 页码: 28-48
作者:  Ma, Huijuan;  Zhou, Yong
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
Case-cohort design  Length-biased sampling  Proportional hazards  Pseudo-likelihood  
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
作者:  Fan, Caiyun;  Zhang, Feipeng;  Zhou, Yong
收藏  |  浏览/下载：187/0  |  提交时间：2018/07/30
Box-Cox transformation  Censored data  Competing risks  Quantile regression  
Semiparametric maximum likelihood estimation for a two-sample density ratio model with right-censored data 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2016, 卷号: 44, 期号: 1, 页码: 58-81
作者:  Wei, Wenhua;  Zhou, Yong
收藏  |  浏览/下载：106/0  |  提交时间：2018/07/30
Density ratio model  EM algorithm  Empirical process  right-censored data  semiparametric maximum likelihood estimation