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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:2/0  |  Submit date:2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
Authors:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
Favorite  |  View/Download:2/0  |  Submit date:2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
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:2/0  |  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:2/0  |  Submit date:2021/04/26
Additive hazards model  Cure model  Estimating equation  Logistic regression  Mixture  Model checking  
A non-marginal variable screening method for the varying coefficient Cox model 期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 2, 页码: 197-209
Authors:  Qu, Lianqiang;  Sun, Liuquan
Favorite  |  View/Download:1/0  |  Submit date:2021/04/26
Cox model  Kernel smoothing  Non-marginal screening  Ultrahigh-dimensionality  Varying coefficient  
A rank-based approach to estimating monotone individualized two treatment regimes 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
Authors:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
Favorite  |  View/Download:29/0  |  Submit date:2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
Testing inflated zeros in binomial regression models 期刊论文
BIOMETRICAL JOURNAL, 2020, 页码: 22
Authors:  Ye, Peng;  Tang, Yi;  Sun, Liuquan;  Tang, Wan;  He, Hua
Favorite  |  View/Download:3/0  |  Submit date:2021/01/14
binomial regression model  power  score test  type I error  zero-inflated binomial (ZIB) regression model  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
Authors:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:34/0  |  Submit date:2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events 期刊论文
LIFETIME DATA ANALYSIS, 2020, 卷号: 26, 期号: 3, 页码: 471-492
Authors:  Sun, Xiaowei;  Ding, Jieli;  Sun, Liuquan
Favorite  |  View/Download:22/0  |  Submit date:2020/06/30
Additive rates model  Estimating equations  Recurrent events  Terminal event  Weighted composite endpoint  
A joint modeling approach for analyzing marker data in the presence of a terminal event 期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:  Zhou, Jie;  Chen, Xin;  Song, Xinyuan;  Sun, Liuquan
Favorite  |  View/Download:21/0  |  Submit date:2020/05/24
joint modeling  longitudinal data analysis  marker process  medical costs  recurrent events  terminal event