Regression, Ridge Regression In R, Regularization, Elastic Net, Ridge Regression.
can help you deal with multicollinearity, where some predictor variables are highly correlated. Multicollinearity can cause the OLS estimates to be unstable, have high variance, and be sensitive to small changes in the data. By shrinking the coefficients, ridge regression reduces the estimates’