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multicollinearity vs multiple regression

multiple regression vs multicollinearity

multicollinearity and multiple regression both are nouns.

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

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