Regularization and Variable Selection Via the Elastic Net Verified PDF

全球高被引研究（被引 21,396 次，发表于 2005）。 Summary We propose the elastic net, a new regularization and variable selection method. Real world data and a simulation study show that the elastic net often outperforms the lasso, while enjoying a similar sparsity of r…