Estrella and Mishkin(1999) propose a promising method to estimate the
NAIRU for the U.S. However, their uncertainty measure of the NAIRU
estimates is problematic, as the underlying assumption of normality is
violated. We apply the block bootstrap techniques to offer a better measure
of precision. One implication is that their method underestimates the true
uncertainty surrounding the NAIRU estimates.