What is the effect of multicollinearity on the power of a statistical test?
- It decreases the power.
- It has no effect on the power.
- It increases the power.
- It makes the power equal to one.
Multicollinearity can inflate the variance of the regression coefficients, thus widening the confidence intervals and reducing the power of the statistical test.
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