Heteroskedasticity-robust inference in finite samples

► Popular robust standard error estimators over-reject severely in small samples. ► We apply an Edgeworth expansion to the distribution of the test statistic. ► Hypothesis testing using the adjusted critical value shows marked improvement in size and power.