This paper addresses the issue of credibility from an econometric pers
pective. It develops a rational expectations model of inflation in whi
ch the dynamics are driven by the level of government spending and by
the effect of past inflation rates on the value of real taxes. Governm
ent expenditure is modeled as an exogenous autoregressive process subj
ect to discrete changes in regime. The regimes are defined by whether
the level of spending is or is not consistent with the rate of inflati
on targeted by the government as part of a stabilization program. In m
aking their money demand decision, the agents need to construct probab
ility inferences regarding the state of the expenditure process. Credi
bility is quantified by the agents' inferred probability that the join
t observation of inflation, the nominal interest rate, and government
spending is generated by the reformed expenditure regime. In an applic
ation to Israel, results indicate that the failed stabilization progra
m of November 1984 was less than fully credible to the agents. The unc
ertainty about the true nature of the expenditure process partially ex
plains the volatility of the rate of inflation in this period. In cont
rast, for the July 1985 program the agents correctly inferred a change
in the regime driving the government spending process.