If the monthly percentage changes of each currency are normally distributed, the monthly percentage changes of the portfolio should be normally distributed
The maximum one month loss of the portfolio is determined by the lower boundry of the probability distribution
Assuming an expected percentage change of 0% for each currency during the next month, the maximum one month loss is: