Correlated vs Multicollinearity - What's the difference?
correlated | multicollinearity |
(correlate)
mutually related in a correlation
(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.
As a verb correlated
is (correlate).As an adjective correlated
is mutually related in a correlation.As a noun multicollinearity is
(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.correlated
English
Verb
(head)Adjective
(en adjective)- The variable "age15-24" was not included as this is highly correlated with the variable "students" and "students" were thought to be a more distinct group than the whole of the 15-24 age group.