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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:22/0  |  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:18/0  |  Submit date:2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
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:46/0  |  Submit date:2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
Regularized estimation in GINAR(p) process 期刊论文
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2017, 卷号: 46, 期号: 4, 页码: 502-517
Authors:  Zhang, Haixiang;  Wang, Dehui;  Sun, Liuquan
Favorite  |  View/Download:76/0  |  Submit date:2018/07/30
Integer-valued time series  Penalty function  Oracle property  Thinning operator  Regularized estimation  
Joint analysis of panel count data with an informative observation process and a dependent terminal event 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 4, 页码: 560-584
Authors:  Zhou, Jie;  Zhang, Haixiang;  Sun, Liuquan;  Sun, Jianguo
Favorite  |  View/Download:40/0  |  Submit date:2018/07/30
Estimating equation  Informative observation process  Joint modeling  Panel count data  Terminal event  
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
Authors:  Zhang, Haixiang;  Sun, Liuquan;  Zhou, Yong;  Huang, Jian
Favorite  |  View/Download:26/0  |  Submit date:2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Joint analysis of longitudinal data with additive mixed effect model for informative observation times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 卷号: 169, 页码: 43-55
Authors:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
Favorite  |  View/Download:28/0  |  Submit date:2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
多类型复发事件数据下一类boxcox转移模型 期刊论文
应用数学学报, 2016, 卷号: 39, 期号: 5, 页码: 656
Authors:  郦博文;  张海祥
Favorite  |  View/Download:7/0  |  Submit date:2020/01/10
多类型复发事件数据下一类Box-Cox转移模型 期刊论文
应用数学学报, 2016, 页码: 656
Authors:  郦博文;  张海祥
Favorite  |  View/Download:4/0  |  Submit date:2021/01/14
Box-cox转移模型  复发事件  模型检验  估计方程  计数过程