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multiple regression vs multicollinearity

multicollinearity vs multiple regression

multiple regression and multicollinearity both are nouns.

Word NounAdjectiveVerbAdverb
multiple regression Yes No No No
multicollinearity Yes No No No
As nouns, multicollinearity is a hyponym of multiple regression; that is, multicollinearity is a word with a more specific, narrower meaning than multiple regression:
  • multiple regression: a statistical technique that predicts values of one variable on the basis of two or more other variables
  • multicollinearity: a case of multiple regression in which the predictor variables are themselves highly correlated
multiple regression (noun) multicollinearity (noun)
a statistical technique that predicts values of one variable on the basis of two or more other variables a case of multiple regression in which the predictor variables are themselves highly correlated
Difference between multiple regression and multicollinearity

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