The income elasticity of taxes is frequently used as an indicator of b
oth short-run variability and long-run growth. This paper shows that t
he standard method for estimating elasticities results in asymptotic b
ias and inconsistent standard errors. Additionally, the standard estim
ates only provide information about the long-run growth potential of t
he tax. Thus, it is possible for a tax with a small estimated elastici
ty to fluctuate highly over the business cycle. This paper uses time-s
eries econometric techniques to provide unbiased estimates of the long
-run growth potential(the long-run elasticity) and cyclical variabilit
y (the short-run elasticity) of all major state tax bases.