In this paper, we consider a model in which there is discontinuous adj
ustment to a long-run equilibrium. Here, the equilibrium error follows
a threshold autoregression that is mean-reverting outside a given ran
ge and has a unit root inside the range. We suggest a two-step approac
h for examining threshold cointegration. We find that standard time se
ries methods developed for testing for cointegration in the linear cas
e work reasonably well when threshold cointegration is present. We the
n consider a 'sup-Wald' test of linearity that takes the double-thresh
old model as the alternative hypothesis.