Collinearity is present if the dependent variable is linearly related to one of the explanatory variables.

Name: Collinearity is present if the dependent variable is linearly related to one of the explanatory variables.
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Quizplus · Accepted Answer

Collinearity refers to a situation where two or more explanatory variables in a multiple regression model are highly linearly related, not the relationship between an explanatory variable and the dependent variable.

Collinearity Is Present If the Dependent Variable Is Linearly Related