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Variable selection for random effects two-part models 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 卷号: 28, 期号: 9, 页码: 2697-2709
作者:  Han, Dongxiao;  Liu, Lei;  Su, Xiaogang;  Johnson, Bankole;  Sun, Liuquan
收藏  |  浏览/下载:207/0  |  提交时间:2020/01/10
High dimensional  mixed effects  pharmacogenetics  precision medicine  tuning parameter  variable selection  
Additive mixed effect model for recurrent gap time data 期刊论文
LIFETIME DATA ANALYSIS, 2017, 卷号: 23, 期号: 2, 页码: 223-253
作者:  Ding, Jieli;  Sun, Liuquan
收藏  |  浏览/下载:149/0  |  提交时间:2018/07/30
Additive mixed effect model  Estimating equation  Gap times  Random effects  Recurrent event data  
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:140/0  |  提交时间:2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
A class of mixed models for recurrent event data 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2011, 卷号: 39, 期号: 4, 页码: 578-590
作者:  Sun, Liuquan;  Zhao, Xingqiu;  Zhou, Jie
收藏  |  浏览/下载:126/0  |  提交时间:2018/07/30
Counting process  marginal rate model  mixed model  partial-score function  proportional and Convergent Effects  MSC 2010: Primary 62N01  secondary 62N02