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Variable Selection for Distributed Sparse Regression Under Memory Constraints
期刊论文
Communications in Mathematics and Statistics,2024, 卷号: 12, 期号: 2, 页码: 307-338
作者:
Wang, Haofeng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/09/04
62H12
62J12
Distributed penalized likelihood algorithm
Distributed sparse regression
Memory constraints
Variable selection
A Bayesian multistage spatio-temporally dependent model for spatial clustering and variable selection
期刊论文
Statistics in Medicine,2023, 卷号: 42, 期号: 26, 页码: 4794-4823
作者:
Ma, Shaopei
;
Yu, Keming
;
Tang, Man lai
;
Pan, Jianxin
;
Härdle, Wolfgang Karl
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/11/21
Bayesian hierarchical model
spatial clustering
spatial confounding problem
spatio-temporal modeling
variable selection
Penalized joint generalized estimating equations for longitudinal binary data
期刊论文
Biometrical Journal,2022, 卷号: 64, 期号: 1, 页码: 57 - 73
作者:
Huang, Youjun
;
Pan, Jianxin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/09/24
correlation matrix
joint mean and correlation models
longitudinal binary data
penalized generalized estimating equations
variable selection
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
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  |  
浏览/下载:22/0
  |  
提交时间:2021/10/19
Generalized linear models
High dimensional massive sample size data
L0 penalty
Ridge regression
Variable selection
Variable Selection in General Frailty Models Using Penalized H-Likelihood
期刊论文
Journal of Computational and Graphical Statistics,2014, 卷号: 23, 期号: 4, 页码: 1044-1060
作者:
Ha, Il Do
;
Pan, Jianxin
;
Oh, Seungyoung
;
Lee, Youngjo
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  |  
浏览/下载:9/0
  |  
提交时间:2021/08/16
Frailty models
H-likelihood penalty function
LASSO
Penalized h-likelihood
SCAD
Variable selection
Linearized alternating direction method of multipliers for sparse group and fused LASSO models
期刊论文
Computational Statistics and Data Analysis,2014, 卷号: 79, 页码: 203-221
作者:
Li,Xinxin
;
Mo,Lili
;
Yuan,Xiaoming
;
Zhang,Jianzhong
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  |  
浏览/下载:9/0
  |  
提交时间:2021/10/19
Alternating direction method of multipliers
Convex optimization
Least absolute shrinkage and selection operator
Linear regression
Variable selection
Variable selection in joint modelling of mean and covariance structures for longitudinal data
会议论文
Proceedings of the 23rd International Workshop on Statistical Modelling. Utrecht, 7-11 July 2008, Utrecht, 7-11 July 2008
作者:
Kou, Chaofeng
;
Pan, Jianxin
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  |  
浏览/下载:9/0
  |  
提交时间:2022/03/15
Variable selection
Cholesky decomposition
Joint modeling
Penal ized maximum likelihood
Data mining in chemometrics: sub-structures learning via peak combinations searching in mass spectra
期刊论文
Journal of Data Science,2003, 卷号: 1, 期号: 4, 页码: 481-496
作者:
Tang, Yu
;
Liang, Yizeng
;
Fang, Kaitai
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  |  
浏览/下载:6/0
  |  
提交时间:2021/08/23
Mass spectra
peak combination
sub-structure
variable selection