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Pakistan Journal of Statistics and Operation Research, ISSN 1816-2711, 2015, Volume 11, Issue 4, pp. 667 - 676
  Reduction of the high dimensional binary classification data using penalized logistic regression is one of the challenges when the explanatory variables are... 
Logistic regression | Elastic net | Penalization | High dimensional | LASSO | Correlation | Adjustment | Classification | Consistency | Regression | Mathematical models | Statistics | Logistics
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2018, Volume 84, Issue 10, pp. 1 - 37
Journal Article
SPECTROSCOPY AND SPECTRAL ANALYSIS, ISSN 1000-0593, 10/2018, Volume 38, Issue 10, pp. 3096 - 3100
It is important and challenging to select the variable for the spectral information automatically and establish a sparse linear model between the spectrum and... 
Near infrared spectroscopy | Prediction accuracy | SPECTROSCOPY | Elastic Net | Lasso | VARIABLE SELECTION | Interpretable
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 06/2006, Volume 15, Issue 2, pp. 265 - 286
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 2012, Volume 56, Issue 2, pp. 245 - 254
Journal Article
调研世界, ISSN 1004-7794, 2018, Issue 3, pp. 46 - 51
Journal Article
统计与决策, ISSN 1002-6487, 2017, Issue 22, pp. 11 - 16
变量选择一直是建立回归模型中的一个重要问题。文章基于线性模型对lasso、adaptive-lasso、SCAD、elastic net、group lasso和group... 
变量选择 | lasso | SCAD | elastic | adaptive-lasso | net | group
Journal Article
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