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Faculty of Science and Tech...
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LIANG Jiajuan
2
PAN Jianxin
2
PENG Xiaoling
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JEONG Seon Phil
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Generalized linear mixed mo...
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Computational Statistics an...
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A scalable surrogate L0 sparse regression method for generalized linear models with applications to large scale data
Journal article
Journal of Statistical Planning and Inference,2021, volume: 213, pages: 262-281
Authors:
Li, Ning
;
Peng, Xiaoling
;
Kawaguchi, Eric
;
Suchard, Marc A.
;
Li, Gang
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View/Download:11/0
  |  
Submit date:2021/10/19
Generalized linear models
High dimensional massive sample size data
L0 penalty
Ridge regression
Variable selection
An effective risk factor detection and disease prediction (RFD-DP) model applied to hypertension
Journal article
Journal of Universal Computer Science,2018, volume: 24, issue: 9, pages: 1192-1216
Authors:
Li, Dingkun
;
Li, Yaning
;
Ye, Zhou
;
Ibrahim, Musa
;
Ryu, Keun Ho
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View/Download:6/0
  |  
Submit date:2021/10/19
Classification
Feature selection
High dimensional data
MapReduce
Generalized T 3-plot for testing high-dimensional normality
Journal article
Frontiers of Mathematics in China,2016, volume: 11, issue: 6, pages: 1363-1378
Authors:
Ai, Mingyao
;
Liang, Jiajuan
;
Tang, Man Lai
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View/Download:5/0
  |  
Submit date:2021/06/04
Dimension reduction
graphical method
high-dimensional data
multivariate normality
spherical distribution
A multivariate normal plot to detect nonnormality
Journal article
Journal of Computational and Graphical Statistics,2009, volume: 18, issue: 1, pages: 52-72
Authors:
Liang, Jiajuan
;
Ng, Kaiwang
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View/Download:4/0
  |  
Submit date:2021/06/04
High-dimensional data
Multivariate normality
Principal component
Spherical distribution
Randomized Quasi-Monte Carlo Estimation in Generalized linear Mixed Models
Conference paper
Proceedings of Hispano-Moroccan Days on Applied Mathematics and Statistics, Tetouan, Morocco, 17-19 December 2008
Authors:
Eid Al-Eid
;
Pan, Jianxin
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View/Download:1/0
  |  
Submit date:2022/03/22
Generalized linear mixed models
high-dimensional integrals
Randomized Quasi-Monte Carlo method
Salamander mating data
Quasi-Monte Carlo estimation in generalized linear mixed models
Journal article
Computational Statistics and Data Analysis,2007, volume: 51, issue: 12, pages: 5765-5775
Authors:
Pan, Jianxin
;
Thompson, Robin
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View/Download:3/0
  |  
Submit date:2021/08/16
Generalized linear mixed models
High-dimensional integrals
Maximum likelihood estimates
Quasi-Monte Carlo approximation
Salamander data analysis