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Variable selection for a mark-specific additive hazards model using the adaptive LASSO 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 15
Authors:  Han, Dongxiao;  Qu, Lianqiang;  Sun, Liuquan;  Sun, Yanqing
Favorite  |  View/Download:2/0  |  Submit date:2021/10/26
Adaptive LASSO  additive hazards model  competing risks  continuous mark  mark-specific vaccine effects  survival data  
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
Authors:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
Favorite  |  View/Download:4/0  |  Submit date:2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
Estimating Cumulative Treatment Effect Under an Additive Hazards Model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 11
Authors:  Lu Xiaoliang;  Zhang Baoxue;  Sun Liuquan
Favorite  |  View/Download:17/0  |  Submit date:2021/04/26
Additive hazards model  cumulative hazards  survival data  time-dependent effect  
Inference in a mixture additive hazards cure model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 3, 页码: 323-338
Authors:  Han, Dongxiao;  He, Haijin;  Sun, Liuquan;  Song, Xinyuan;  Xu, Wei
Favorite  |  View/Download:17/0  |  Submit date:2021/04/26
Additive hazards model  Cure model  Estimating equation  Logistic regression  Mixture  Model checking  
Estimating Differences in Restricted Mean Lifetime Using Additive Hazards Models under Dependent Censoring 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2021, 卷号: 37, 期号: 1, 页码: 17-34
Authors:  Li, Qun;  Zhang, Bao-xue;  Sun, Liu-quan
Favorite  |  View/Download:19/0  |  Submit date:2021/04/26
additive hazards model  dependent censoring  inverse probability censoring weighting  mean lifetime  
A novel model for the X-chromosome inactivation association on survival data 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2020, 卷号: 29, 期号: 5, 页码: 1305-1314
Authors:  Han, Dongxiao;  Hao, Meiling;  Qu, Lianqiang;  Xu, Wei
Favorite  |  View/Download:23/0  |  Submit date:2020/06/30
Cox model  genetic association test  frailty model  right-censored survival data  X-chromosome association  X-chromosome inactivation  
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
Favorite  |  View/Download:35/0  |  Submit date:2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection  
Semiparametric model of mean residual life with biased sampling data 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 25
Authors:  Ma, Huijuan;  Zhao, Wei;  Zhou, Yong
Favorite  |  View/Download:33/0  |  Submit date:2020/05/24
Biased sampling  Censored survival data  Estimating equations  Mean residual life  
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
Authors:  Fan, Shuqin;  Zhao, Wei;  Wan, Alan T. K.;  Zhou, Yong
Favorite  |  View/Download:21/0  |  Submit date:2020/05/24
Biased data  Composite nonparametric estimator  Almost sure representation  Right-censored  Strong consistency  Product-limit estimator  
Associating lncRNAs with small molecules via bilevel optimization reveals cancer-related lncRNAs 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 20
Authors:  Wang, Yongcui;  Chen, Shilong;  Chen, Luonan;  Wang, Yong
Favorite  |  View/Download:35/0  |  Submit date:2020/05/24