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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
作者:  Zhang, Haixiang;  Wang, Dehui;  Sun, Liuquan
收藏  |  浏览/下载：202/0  |  提交时间：2018/07/30
Integer-valued time series  Penalty function  Oracle property  Thinning operator  Regularized estimation  
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  
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
作者:  Zhou, Jie;  Zhang, Haixiang;  Sun, Liuquan;  Sun, Jianguo
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
Estimating equation  Informative observation process  Joint modeling  Panel count data  Terminal event  
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
作者:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data