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RAFAEL BERNARDO

  What are multicollinearity and its implications in regression analysis?

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Rochelle C. Tadije
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Multicollinearity occurs when two or more independent variables in a regression model are highly correlated. This can:

  • Make it difficult to determine the individual effect of each independent variable on the dependent variable.
  • Lead to unstable coefficient estimates.

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