I have a Forex trading account with a base currency USD. I am holding a position in EUR/JPY and would like to estimate my daily VaR. If I compute the EUR/JPY returns using the historic prices this would not be the right way of doing it, since it would give me returns in JPY which need to be further converted to USD.
What is the correct way for me to compute the VaR and the underlying returns?