This article proposes a new method for estimating potential output in
which potential real gross domestic product (GDP) is modeled as an uno
bserved stochastic trend, and deviations of GDP from potential affect
inflation through an aggregate supply relationship. The output and inf
lation equations together form a bivariate unobserved-components model
which is estimated via maximum likelihood through the use of the Kalm
an-filter algorithm. The procedure yields a measure of potential outpu
t and its standard error and an estimate of the quantitative response
of inflation to real growth and the output gap.