In this paper we analyze the implications for the identification of common stochastic trends
among stock price indices of using data transformed on a ?real dollar? basis. By applying a
?general? VAR model where all the relevant variables (stock indices, consumer price indices
and the exchange rate) are included, we show that the expected results from the
cointegration analysis differ substantially. In particular it is shown that if four common
stochastic trends drive the system then cointegration between the indices transformed in
nominal dollars should be the relevant test while the use of their ?real dollars equivalent? is
superfluous. In cases where three common stochastic trends exist then a reasonable
specification of the model would imply that the Purchasing Power Parity condition accounts
for one of them while the second one relates to a cointegrating relation between the stock
indices in nominal domestic currency terms. We apply the testing methodology developed by
Johansen (1992a, 1995a, 1997) and extended by Paruolo (1996) and Rahbek et al. (1999) to
examine the presence of I(2) and I(1) components in a multivariate context using monthly
data for the US, UK, Germany and Japan for the period 1980 ? 2000. Four possible economic
scenarios were considered in a bivariate setting and two of them were found to be statistically
supported. By imposing linear restrictions on each cointegrating vector as suggested by
Johansen and Juselius (1994), the order and rank conditions for statistical identification are
satisfied while the test for economic identification was not significant for each bilateral case,
namely US-UK, US-Germany, US-Japan. The main findings suggest that the policy to
transform the data into a ?real? dollar basis, which is often encountered in the literature, lacks
empirical support. Furthermore, the stability results indicate that cointegration was established
in the early 1990s which implies that some form of policy coordination between the G-7
countries was implemented in the aftermath of the October 1987 crisis.