Sentence examples for multicollinearity from inspiring English sources

The word "multicollinearity" is correct and can be used in written English.
It can be used when referring to a statistical phenomenon that occurs when two or more predictor variables in a regression model are highly correlated. For example, "When conducting a linear regression analysis, it's important to be aware of the potential for multicollinearity between the independent variables."

Dictionary

multicollinearity

noun

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.

Exact(60)

HP models allow to alleviate multicollinearity.

We first assess the presence of multicollinearity.

Survey data almost always suffers from multicollinearity.

Thus, multicollinearity was not at issue.

No strong multicollinearity was found (Tolerance >0.200).

According to the previous experience, if 0 < VIF < 10, there is no multicollinearity; if 10 < VIF < 100, there is multicollinearity; if VIF > 100, there is strong multicollinearity.

Diagnostic tests indicate that model has no multicollinearity problems.

Hence, multicollinearity is not a serious problem in our analysis.

Dimensionality reduction takes care of multicollinearity, by removes redundant features.

The results of these analyses showed no evidences of multicollinearity.

The transformed variables were then screened for multicollinearity.

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