By generalizing Hamilton's model of the US business cycle to a three-regime
Markov-switching vector autoregressive model, this paper analyzes regime s
hifts in the stochastic process of economic growth in the US, Japan and Eur
ope over the last four decades. Empirical evidence is established for the p
resence of a structural break in the expansionary GDP growth for the US and
Japan based on an output-employment MS vector equilibrium correction model
, and a structural break in the context of a common European business cycle
. For the United States the long expansions of recent years signify basic c
hanges in the business cycles pattern. In the case of Japan we identify lon
g episodes of rapid economic expansions (existing until the mid 1970s) and
long economic recessions (as in the 1990s). In Europe we find after an epis
ode of catching-up in the 1970s, convergence in the business cycle pattern
which suggests the notion of a European business cycle. The multi-regime Ma
rkov-switching VARs proposed are profoundly checked for their economic cont
ent and statistical congruency, and are found to provide a sound statistica
l framework for a comprehensive analysis of the business cycle. (C) 2001 In
ternational Institute of Forecasters. Published by Elsevier Science B.V.