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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
Generalized linear models
High dimensional massive sample size data
L0 penalty
Ridge regression
Variable selection
Lasso for sparse linear regression with exponentially β-mixing errors
期刊论文
Statistics and Probability Letters,2017, 卷号: 125, 页码: 64-70
作者:
Xie, Fang
;
Xu, Lihu
;
Yang, Youcai
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/05/31
Consistency
Exponentially β-mixing errors
Lasso
Linear regression models
Fog-based evaluation approach for trustworthy communication in sensor-cloud system
期刊论文
IEEE Communications Letters,2017, 卷号: 21, 期号: 11, 页码: 2532-2535
作者:
Wang, Tian
;
Li, Yang
;
Chen, Yonghong
;
Tian, Hui
;
Cai, Yiqiao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/05/10
least squares
multiple linear regression
security
Sensor-cloud system
trust
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
收藏
  |  
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
Testing for Cubic Smoothing Splines under Dependent Data
期刊论文
Biometrics,2011, 卷号: 67, 期号: 3, 页码: 871-875
作者:
Nummi, Tapio
;
Pan, Jianxin
;
Siren, Tarja
;
Liu, Kun
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/08/16
Curve fitting
F-test
Forest harvesting
Linear regression
A note on the properties of Stein-rule and inequality restricted estimators when the regression model is over-fitted
期刊论文
Journal of Systems Science and Complexity,2010, 卷号: 23, 期号: 2, 页码: 315-320
作者:
Zhou, Sherry Zhefang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/01/12
Inequality restricted estimator
Linear regression model
Model misspecification
Stein-rule estimator
Balancing productivity and consumer satisfaction for profitability: Statistical and fuzzy regression analysis
期刊论文
European Journal of Operational Research,2007, 卷号: 176, 期号: 1, 页码: 252-263
作者:
He, Yan Qun
;
Chan, Lai Kow
;
Wu, Minglu
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/01
Consumer satisfaction
Fuzzy linear regression
Ordinary least squares
Profitability
Total productivity
Admissibility and minimaxity of the uniform design measure in nonparametric regression model
期刊论文
Journal of Statistical Planning and Inference,2000, 卷号: 83, 期号: 1, 页码: 101-111
作者:
Xie, Minyu
;
Fang, Kaitai
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/05/13
62K05
62K99
Apporximately linear model
Decision theory
Nonparametric regression model
Optimal design
Uniform design
Uniform design measure
Almost sure convergence of weighted sums
期刊论文
Statistica Sinica,1996, 卷号: 6, 期号: 2, 页码: 499-507
作者:
Chen, Xiru
;
Zhu, Lixing
;
Fang, Kaitai
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/05/13
Almost sure convergence
Consistency
Linear regression
A sequential algorithm for optimization and its applications to regression analysis
著作章节
出自: Lecture Notes in Contemporary Mathematics, Beijing, China:Science Press, 1990, 页码: 17-28
作者:
Fang, Kaitai
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/09/02
Number-theoretic method
non-linear regression analysis
optimization
regression with constraints
uniform distribution