When regression analysis is considered, the first regression that comes to mind is the linear regression. It is the first type of regression analysis to be studied rigorously and the most widely used of all statistical techniques in practical applications. This is because models that depend linearly on their unknown parameters are easier to fit and the statistical properties of the resulting estimators are easier to determine