The historical method of VAR relies on past patterns continuing into the future thus you are extrapolating in a linear fashion into the future. The analytical method assumes a normal distribution. The Monte Carlo method relies on neither assumption and any distribution or correlation between assets can be used. This leads to modeling risk in the Monte Carlo simulation because if your inputs are inaccurate your output will also be inaccurate. |