How to deal with multicollinearity? | Eklavya Online

How to deal with multicollinearity?

Multi collinearity can be dealt with by the following steps:

  • Remove highly correlated predictors from the model.
  • Use Partial Least Squares Regression (PLS) or Principal Components Analysis,