Diagnostic Checking in Regression Relationships

Abstract

The classical linear regression model yi = x ⊤ i β +ui (i = 1,...,n) (1) is still one of the most popular tools for data analysis despite (or due to) its simple structure. Although it is appropriate in many situations, there are many pitfalls that might affect the quality of