Financial assets
In this example we will show the probability distribution of the fluctuation
of exchange rate over a period of
minutes, the rate variations can be considered as Gaussian approximation. The mean observation shows that for
minutes, the variations are strongly non-gaussian.


This is very important for risk assessment: the non-Gaussian nature of the probability distribution is so pronounced that using a Gaussian approximation would lead to significant errors.