How does the presence of multicollinearity affect the standard errors of the regression coefficients?

  • It does not affect the standard errors.
  • It makes them equal to zero.
  • It makes them larger.
  • It makes them smaller.
In the presence of multicollinearity, the standard errors of the affected coefficients are inflated, leading to less precise and unstable estimates of the regression coefficients.
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