Case 034Volatility tradingCore
A long volatility book made Rs 12 lakh yesterday. At the open it had delta of plus 2,000, gamma of 150 per point, vega of Rs 3 lakh per point and theta of minus Rs 4 lakh a day. The index rose 60 points and implied volatility 1.5 points. Explain the P&L and size what is unexplained.
1The situation
Tamhini Capital runs a long volatility book on the Satpura 50. At yesterday's open the risk report showed delta of plus 2,000 index units, gamma of 150 units per index point, vega of Rs 3 lakh per volatility point and theta of minus Rs 4 lakh a day. Over the day the index rose 60 points and at-the-money implied volatility rose 1.5 points. The book's P&L came in at plus Rs 12 lakh.
The head of risk asks the trader to attribute the day before the number is reported upstairs.
2Your task
Attribute the P&L to delta, gamma, vega and theta, size the unexplained residual, and say what you would check before accepting the Rs 12 lakh.
Quick check
The index rose 60 points and the book had gamma of 150 units per point. Roughly what did gamma contribute?
Worked solution
Try it on paper, then open one step at a time.
30-second answerThe answer to give first
The Greeks explain Rs 4.4 lakh of the Rs 12 lakh, leaving Rs 7.6 lakh unexplained. Delta made Rs 1.2 lakh, gamma Rs 2.7 lakh, vega Rs 4.5 lakh and theta cost Rs 4 lakh. An unexplained piece of 63% is too large to accept: the likely sources are the skew moving more than the at-the-money point, the cross-Greeks, intraday hedges, and trades booked late, in that order of where to look first.
Step 1How do you turn four Greeks into rupees?
Think of a shopkeeper closing the till. Sales explain most of the cash, the rent explains a deduction, and whatever is left over is either a mistake in the count or something nobody wrote down. The Greeks are the till count for an options book. Delta earns the move times the position: 2,000 units times 60 points is Rs 1.2 lakh; gamma earns half the gamma times the move squared, Rs 2.7 lakh; vega earns Rs 3 lakh for each of the 1.5 points, Rs 4.5 lakh; theta costs one day, Rs 4 lakh. The sum is Rs 4.4 lakh. Every term uses the Greeks as they stood at the open, which is the first thing to remember about the method's limits.
| \delta | delta, 2,000 index units |
| \Gamma | gamma, 150 units per point |
| \mathcal{V} | vega, Rs 3 lakh per volatility point |
| \Theta | theta, minus Rs 4 lakh a day |
| \Delta S, \Delta\sigma | the 60 point move and the 1.5 point rise in implied volatility |
Step 2Where could Rs 7.6 lakh be hiding?
Go through the sources in the order they usually matter for a long volatility book on an up day. First, the volatility input: the attribution used the at-the-money rise of 1.5 points, but a long book is rarely all at the money, and if the book holds out-of-the-money puts whose implied volatility rose 3 points as the skew steepened, the true vega gain is well above Rs 4.5 lakh. Second, the cross-GreeksSensitivities to two things moving together. Vanna is how delta changes with volatility; volga is how vega changes with volatility.: with the index up and volatility up, vanna and volga can each add a few lakh on a book this size and neither is in the four-term formula. Third, the day itself: the Greeks were measured at the open, and if the trader rehedged delta at midday the gamma term is really a sum of smaller pieces, and if a trade was booked at a stale price the P&L is simply wrong. The residual is not profit until each of these has been sized.
Step 3What do you check before the number goes upstairs?
Rerun the attribution with the volatility move at each strike rather than the one at-the-money number, and with vanna and volga included; a good risk system does this by full revaluation. If the rerun explains Rs 10 or 11 lakh, the day is understood and the residual is noise; if it still leaves Rs 5 lakh unexplained, hold the number, reconcile the blotter against the exchange, and check every trade booked after 2 pm. Then say the limit of the method: the Greeks are local, built for small moves at opening values, so a 60-point day with a volatility jump will always leave something behind, and the question is only whether the something is small enough to live with. A trader who reports Rs 12 lakh with Rs 7.6 lakh unexplained and no reconciliation is reporting a guess.
Where candidates lose it
The common loss is a wrong gamma term, either 150 times 60 without the square and the half, or the square without the half, giving Rs 5.4 lakh. The half is not optional; delta changes gradually across the move and the option's gain is the area under that change.
The second is calling the residual alpha. A Rs 7.6 lakh unexplained piece on a Rs 12 lakh day is a flag, and the interviewer wants to hear skew, cross-Greeks and bookings named as the places to look before the number is believed.
What the interviewer asks next
- The rerun with strike-by-strike volatility explains Rs 9 lakh. Is the remaining Rs 3 lakh acceptable, and what would you write in the report?
- The book is short volatility instead and the same day happens. What sign does each term take, and which residual sources change?
- Why does an attribution by full revaluation still leave a residual, and what does that residual consist of?
- How would you attribute the gamma term if the trader rehedged twice during the day?
Company names and figures are illustrative.
