The book deals with the asymptotic behaviour of stochastic difference
and functional differential equations of Ito type. The equations have a
form which make them suitable to model financial markets in which agents
use past prices. The main results of the time sysyetms concern the
almost sure largest fluctuations of the cumulative returns. These
results are robust to the time-discretisation of the process and to the
presence of non-linearities in the traders' demand schedules. The
conditions for, and dynamics in, a market experiencing a bubble or crash
are also described. Numerical methods which both minimise error and
preserve the features of the underlying continuous equation are studied
and the methods are simulated on computer.