December 6th, 2008, 9:50 am
This depends on the correlation, or better the joint probability distribution. You haven't mentioned any assumption regarding to this. Typically they might be correlated with each other. You can model that nicely with copulas. But you need to define the dependence structure, ie which copula, and then you also need to estimate the parameters typical for the copula.