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Feb 24, 2020 at 20:27 comment added DanielTheRocketMan LASSO, Ridge and Elastic-Net has no issues with collinearity. In fact, one of the main objectives of the creation of ridge regression was to deal with ill-conditioned regression. The other methods of stepwise regression will probably include only one of the variables that are multicolinear.
Feb 24, 2020 at 20:20 comment added user23564 Thank you for the quick response, how would these methods deal with collinearity? If I'm not mistaken LASSO would just try to minimize the loss function, so would the others?
Feb 24, 2020 at 20:04 history answered DanielTheRocketMan CC BY-SA 4.0