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Korean Journal of Anesthesiology· 2019

Multicollinearity and misleading statistical results

Jonghae Kim

Short summary

High intercorrelation between explanatory variables (multicollinearity) inflates the variance of regression coefficients, leading to unreliable probability values and confidence intervals.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics