10.4 Pros and cons

Pros

• Easy to understand and communicate visually (1D CP profile)
• It is possible to show profiles for many variables or models in a single plot

Cons

• Presence of correlated explanatory variables may lead to unrealistic and misleadings results
• Not practical in case of a model with hundreds or thousands of variables