I know that I should standardize my predictors before estimating something like Lasso. But what about the response variable? Do I standardise this as well? Only ...
Consider linear regression with some regularization: E.g. Find $x$ that minimizes $||Ax - b||^2+\lambda||x||_1$ Usually, columns of A are standardized to have zero mean and unit norm, while $b$ is ...