multicollinearity definition

  • noun:
    • A phenomenon by which a couple of predictor variables in a multiple regression model are very correlated, so your coefficient estimates may alter erratically as a result to small alterations in the model or data.
    • an instance of multiple regression where the predictor variables are themselves extremely correlated

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