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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:23/0  |  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:14/0  |  提交时间:2022/05/31
Correlation structure regularization via entropy loss function for high-dimension and low-sample-size data 期刊论文
Communications in Statistics: Simulation and Computation,2021, 卷号: 50, 期号: 4, 页码: 973-988
作者:  Chen, Chen;  Zhou, Jie;  Pan, Jianxin
收藏  |  浏览/下载:13/0  |  提交时间:2021/08/16
Consistency of ℓ1 penalized negative binomial regressions 期刊论文
Statistics and Probability Letters,2020, 卷号: 165
作者:  Xie, Fang;  Xiao, Zhijie
收藏  |  浏览/下载:11/0  |  提交时间:2022/05/31
Square-Root LASSO for High-Dimensional Sparse Linear Systems with Weakly Dependent Errors 期刊论文
Journal of Time Series Analysis,2018, 卷号: 39, 期号: 2, 页码: 212-238
作者:  Xie, Fang;  Xiao, Zhijie
收藏  |  浏览/下载:8/0  |  提交时间:2022/05/31
An effective risk factor detection and disease prediction (RFD-DP) model applied to hypertension 期刊论文
Journal of Universal Computer Science,2018, 卷号: 24, 期号: 9, 页码: 1192-1216
作者:  Li, Dingkun;  Li, Yaning;  Ye, Zhou;  Ibrahim, Musa;  Ryu, Keun Ho
收藏  |  浏览/下载:14/0  |  提交时间:2021/10/19
Regularization for high-dimensional covariance matrix 期刊论文
Special Matrices,2016, 卷号: 4, 期号: 1, 页码: 189-201
作者:  Cui, Xiangzhao;  Li, Chun;  Zhao, Jine;  Zeng, Li;  Zhang, Defei
收藏  |  浏览/下载:14/0  |  提交时间:2021/08/16
Generalized T 3-plot for testing high-dimensional normality 期刊论文
Frontiers of Mathematics in China,2016, 卷号: 11, 期号: 6, 页码: 1363-1378
作者:  Ai, Mingyao;  Liang, Jiajuan;  Tang, Man Lai
收藏  |  浏览/下载:15/0  |  提交时间:2021/06/04
A multivariate normal plot to detect nonnormality 期刊论文
Journal of Computational and Graphical Statistics,2009, 卷号: 18, 期号: 1, 页码: 52-72
作者:  Liang, Jiajuan;  Ng, Kaiwang
收藏  |  浏览/下载:12/0  |  提交时间:2021/06/04
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:8/0  |  提交时间:2022/03/22