September 23rd, 2009, 12:50 pm
QuoteOriginally posted by: JohnLawhello,I have computed the greeks for each caplet/floorlet belonging to a given cap/floor.To compute the greeks for the whole cap/floor is it correct to make the simple sum of the greeks of respective caplets/floorlets ?any documentation on this topic is well appreciated!thanksJLNo, for example the vega of each option is the sensitivity to change in implied vol. implied vol is affected by a whole series of factors: Supply demand for each cap maturity and strikeexpected realized voladjustment for model errors...etc.short term implied vols are much more volatile than long term implied vols (same holds actually for realized), vol of vol. There is very good logic behind this. So if you for example are long a lot of 1 year caps and short some 5 year caps, 5 years cap with very low notional 1 year (to make example more extreme but fully realistic) then it could look like you are vega neutral if just adding up vegas. . If studying realized vol be very careful to adjust for sampling error if comparing realized vols from different number of sampling points. The term structure of vol is not moving in parallel fashion and some of the statistical properties are highly deterministic. For example the vol of short term implied vols are much higher than vol of long term implied, these I have a large unpublished empirical research about with very good data (sorry can not post it here). Be careful if doing empirical research here, many traps to fall into. The correlation between imp vols for different maturities is highly unstable. 1. If you want to add up vegas for different caplets you would clearly be better off by giving short term caplets vegas more weight, I recommend doing large empirical work (as we did for own trading) to get an idea about weighting. In general I would recommend empirical study of the implied vols. Realized vol for vega less important, yes often they are somewhat correlated, but implied vol in real markets is far from just expected realized vol.2 even then be very careful by adding up in particular vegas for different maturities (holds for almost types of options), as vols of vols are unstable and correlations between implied with different maturity are highly unstable. Taking into account also options with different strikes this add to the complexity.Always be very very very careful by summing up greeks.Experience, empirical data, logic and simulations clearly shows that nothing can replace a good local hedge. That is hedging option with as close as possible to option you want to hedge is naturally the most robust hedge, but yes you also need to take into account costs of hedging and opportunities to hedge, and that if you want to hedge at all. If you for good reasons think implied vol will explode tomorrow why would you try to hedge away all your long vega exposure.
Last edited by
Collector on September 22nd, 2009, 10:00 pm, edited 1 time in total.