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Multicollinearity
A statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, leading to difficulties in distinguishing their individual effects on the dependent variable.
Independent Variables
Variables in an experiment or model that are manipulated or categorized to observe their effect on dependent variables.
Highly Correlated
Refers to a strong statistical relationship between two or more variables where changes in one variable are closely associated with changes in another.
Multicollinearity
A statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated.
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