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Multicollinearity

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Noun

multicollinearity

Definition: a case of multiple regression in which the predictor variables are themselves highly correlated

Definition: A phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, so that the coefficient estimates may change erratically in response to small changes in the model or data.

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