We analyse the time series of overnight returns for the BUND and BTP future
s exchanged at LIFFE (London). The overnight returns of both assets are map
ped onto a one-dimensional symbolic-dynamics random walk: The 'bond walk'.
During the considered period (October 1991-January 1994) the BUND-future ma
rket opened earlier than the BTP-future one. The crosscorrelations between
the two bond walks, as well as estimates of the conditional probability, sh
ow that they are not independent; however each walk can be modelled by mean
s of a trinomial probability distribution. Monte Carlo simulations cofirm t
hat it is necessary to take into account the bivariate dependence in order
to properly reproduce the statistical properties of the real-world data. Va
rious investment strategies have been devised to exploit the "prior" inform
ation obtained by the aforementioned analysis. (C) 1999 Elsevier Science B.
V. All rights reserved.