Yeah, I trade a different asset class (rates) so I don't really believe much in any sort of vol prediction (use EW vol,but mainly to check if current implied vol is consistent), but don't use anything more complex. In rates, events (eco announcement, auctions ) seem to be effecting vol more then previous vol, MR etc.Quote from Kevin Schmit:
edit: I misread your question. The above is how I estimate forward realized vol, not forward IV. Occasionally I will regress IV on my one month forecasts, mostly for an estimate of the IV bias. I also use 30 day ATM IV, skew (25d RR), and curvature (25d fly) as inputs for directional trading models.
I regress the log changes in forward IV to the log changes in RV, usually 20-day changes. To make my life more miserable, I have to incorporate it into a model that also predicts the reset skew and dependence of vol on the steepness of the yield curve.
What other tests do you run on term structure trades?