However, since multicollinearity is difficult to manage after the fact, researchers should avoid problems by carefully managing the factors known to mitigate multicollinearity problems (particularly ...

In addition, some usual techniques for dealing with multicollinearity are discussed along with some of their advantages and disadvantages. Finally, the ridge regression solution is demonstrated as an ...