collinearity

Collinearity is a statistical phenomenon that occurs when two or more independent variables in a regression model are highly correlated. This can cause problems with the interpretation of the model, as it can be difficult to determine the individual effects of each variable. There are several ways to avoid collinearity, including: One way to avoid…