Generalized Linear Models via the Lasso: To Scale or Not to Scale?

Anant Mathur, Sarat Moka, Zdravko Botev

The Lasso regression is a popular regularization method for feature selection in statistics. Prior to computing the Lasso estimator in both linear and generalized linear models, it…