estimates the auxiliary regression internally, and reports the
chi-squared test. I can also request that STATA conduct the
F-test version of the test. In Figure 11-5, I show both results,
and they’re consistent in rejecting the null hypothesis of
homoskedasticity. Therefore, the statistical evidence implies
that heteroskedasticity is present