Question: 1. Define the term "multicollinearity." Explain how you would detect its presence in a multiple regression equation you have estimated. What are the consequences of multicollinearity, and what are the solutions?
2. Explain the following methods.
(a) Ridge regression.
(b) Omitted-variable regression.
(c) Principle component regression. What are the problems these methods are supposed to solve?