Question: what is the difference between correlation and multicollinearity?
Answer: How are correlation and collinearity different? Collinearity is a linear association between two predictors. Multicollinearity is a situation where two or more predictors are highly linearly related. ... But, correlation 'among the predictors' is a problem to be rectified to be able to come up with a reliable model.