Here we analyze tick data of yen-dollar exchange using random walk methods.
We find that there exists a characteristic time scale approximately at 10
min. According to the results at time scales shorter than 10 min, the marke
t exhibits anti-persistence meaning that it self-organizes so as to restore
a given tendency. For time scales longer than 10 min the market approaches
a behavior appropriate to pure Brownian motion. (C) 2001 Published by Else
vier Science B.V.