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A scalable surrogate L0 sparse regression method for generalized linear models with applications to large scale data 期刊论文
Journal of Statistical Planning and Inference,2021, 卷号: 213, 页码: 262-281
作者:  Li, Ning;  Peng, Xiaoling;  Kawaguchi, Eric;  Suchard, Marc A.;  Li, Gang
收藏  |  浏览/下载:22/0  |  提交时间:2021/10/19
Tuning-free ridge estimators for high-dimensional generalized linear models 期刊论文
Computational Statistics and Data Analysis,2021, 卷号: 159
作者:  Huang, Shih Ting;  Xie, Fang;  Lederer, Johannes
收藏  |  浏览/下载:12/0  |  提交时间:2022/05/31
Variable selection in joint modelling of the mean and variance for hierarchical data 期刊论文
Statistical Modelling,2015, 卷号: 15, 期号: 1, 页码: 24-50
作者:  Charalambous, Christiana;  Pan, Jianxin;  Tranmer, Mark D.
收藏  |  浏览/下载:14/0  |  提交时间:2021/08/16
Random effects selection in generalized linear mixed models via shrinkage penalty function 期刊论文
Statistics and Computing,2014, 卷号: 24, 期号: 5, 页码: 725-738
作者:  Pan, Jianxin;  Huang, Chao
收藏  |  浏览/下载:10/0  |  提交时间:2021/08/16
Randomized Quasi-Monte Carlo Estimation in Generalized linear Mixed Models 会议论文
Proceedings of Hispano-Moroccan Days on Applied Mathematics and Statistics, Tetouan, Morocco, 17-19 December 2008
作者:  Eid Al-Eid;  Pan, Jianxin
收藏  |  浏览/下载:7/0  |  提交时间:2022/03/22
Quasi-Monte Carlo estimation in generalized linear mixed models 期刊论文
Computational Statistics and Data Analysis,2007, 卷号: 51, 期号: 12, 页码: 5765-5775
作者:  Pan, Jianxin;  Thompson, Robin
收藏  |  浏览/下载:10/0  |  提交时间:2021/08/16
Estimation in generalized linear mixed models using SNTO approximation 会议论文
Proceedings of the 20th International Workshop on Statistical Modelling, SYDNEY, AUSTRALIA, July 10-15, 2005
作者:  Al-Eid, Eid;  Pan, Jianxin
收藏  |  浏览/下载:4/0  |  提交时间:2022/03/15
Generalized linear mixed models: An improved estimating procedure 会议论文
COMPSTAT-Proceedings in Computational Statistics 14th Symposium held in Utrecht, The Netherlands, 2000, Utrecht University, Netherlands, 21-25 August 2000
作者:  Pan, Jianxin;  Thompson, Robin
收藏  |  浏览/下载:7/0  |  提交时间:2021/09/29
Quasi-Monte Carlo EM algorithm for MLEs in generalized linear mixed models 会议论文
Compstat 1998: Proceedings 13th Symposium in Computational Statistics, Bristol, 1998
作者:  Pan, Jianxin;  Thompson, Robin
收藏  |  浏览/下载:8/0  |  提交时间:2021/10/06