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Correlated vs Multicollinearity - What's the difference?

correlated | multicollinearity |

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)
  • (correlate)
  • Adjective

    (en adjective)
  • mutually related in a correlation
  • 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.

    multicollinearity

    English

    Noun

    (wikipedia multicollinearity)
  • (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.