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Pronunciation varies by accent · noun
(statistics) 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..
Use multicollinearity when its meaning, tone and grammar fit the full sentence. A synonym is not always a direct replacement.
Multicollinearity means (statistics) 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..
The closest synonym depends on the sentence and intended sense.
The opposite depends on the specific sense.
Use multicollinearity where its definition matches the intended context.
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