Hello David,
For Figure 5-2 in Jorion's chapter 5 (JP Morgan's Daily Revenue), the Value-at-risk (obtained by reading the quantile off the empirical distribution) happens to be $-9.6M, but if we want to get the absolute dollar loss, we subtract the mean ($5.1M) from the $-9.6M to get $-14.7M. I'm not really getting the reason as to why this extra step is needed. I tried to think this through, but still can't figure out why the VAR is not $9.6M but rather $14.7M (why subtracting 5.1M?)
My only guess is that VAR needs to make its mean=0 (like a standard normal distribution). Can you please help me clarify the ideas that I'm missing? Thanks!
For Figure 5-2 in Jorion's chapter 5 (JP Morgan's Daily Revenue), the Value-at-risk (obtained by reading the quantile off the empirical distribution) happens to be $-9.6M, but if we want to get the absolute dollar loss, we subtract the mean ($5.1M) from the $-9.6M to get $-14.7M. I'm not really getting the reason as to why this extra step is needed. I tried to think this through, but still can't figure out why the VAR is not $9.6M but rather $14.7M (why subtracting 5.1M?)
My only guess is that VAR needs to make its mean=0 (like a standard normal distribution). Can you please help me clarify the ideas that I'm missing? Thanks!