Multicollinearity

noun

noun ·Rare ·Advanced level

Definitions

Noun
  1. 1
    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. countable, uncountable
  2. 2
    a case of multiple regression in which the predictor variables are themselves highly correlated wordnet

Etymology

From multicollinear + -ity.

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Data sourced from Wiktionary, WordNet, CMU, and other open linguistic databases. Updated March 2026.