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041

Case 041Margin, clearing and risk limitsHard

Kalyangad Capital runs a delta-neutral short Satpura 50 options book with gamma of minus 2 units per point and vega of minus Rs 5 lakh per vol point, index at 22,000. Stress it for a 10% gap down with volatility up 10 points. Why does the Greek estimate understate the loss?

1The situation

Kalyangad Capital earns premium by selling four-month puts on the Satpura 50 index struck at 20,000, about 9% below the index at 22,000, and delta hedging them with index futures. The book is short about 18,272 index units of puts, roughly 365 lots of 50, priced at about 15.5% volatility. Every unit is worth Rs 1 a point.

The risk report shows delta of zero, gamma of minus 2 units per point and vega of minus Rs 5 lakh per volatility point. The risk committee wants the loss in a stress scenario: the index gaps down 10% overnight, to 19,800, and implied volatility jumps 10 points. Ignore interest rates and the passage of time over the night.

2Your task

Estimate the stress loss from the Greeks, then explain why a full revaluation gives a larger number and roughly how much larger.

Quick check

A full revaluation of the short puts at 19,800 and 10 points higher volatility shows a loss that is:

Worked solution

Try it on paper, then open one step at a time.

30-second answerThe answer to give first

The Greeks say about Rs 98.4 lakh: Rs 48.4 lakh from gamma and Rs 50 lakh from vega. Full revaluation says about Rs 153 lakh. The Greeks are slopes measured at 22,000 and today's volatility; the short 20,000 puts gain gamma and vega as the index falls toward them and as volatility rises, so the true loss curves away from the estimate. A 10% gap is far outside the range where a slope is a good map, which is why stress tests reprice every option.

Step 1What do the Greeks predict?

Start with the estimate a risk report gives. The book is delta neutral, so the first-order move costs nothing. A 10% gap is 2,200 points. The gamma term is a half times gamma times the move squared: a half times minus 2 times 2,200 squared is minus Rs 48.4 lakh; the vega term is minus Rs 5 lakh times 10 points, minus Rs 50 lakh; the estimate is minus Rs 98.4 lakh. This is the second-order Taylor expansion every desk uses for small moves, and for a 1% move it would be close to exact.

The relationship
ΔP≈12 Γ (ΔS)2+V Δσ=12(−2)(2200)2+(−5 lakh)(10)=−48.4 lakh−50 lakh\Delta P \approx \tfrac{1}{2}\,\Gamma\,(\Delta S)^2 + \mathcal{V}\,\Delta\sigma = \tfrac{1}{2}(-2)(2200)^2 + (-5\text{ lakh})(10) = -48.4\text{ lakh} - 50\text{ lakh}
\Gammagamma, minus 2 index units per point
\Delta Sthe gap, minus 2,200 points
\mathcal{V}vega, minus Rs 5 lakh per volatility point
\Delta\sigmarise in implied volatility, 10 points
What it says in wordsThe Greek estimate treats gamma and vega as fixed numbers, measured where the book stands today.
Step 2Why does full revaluation show more?

Think of judging a hill from the slope under your feet. On a gentle rise that works for a few steps; walk a kilometre and the slope you measured at the start tells you little about where you end up. Gamma and vega are slopes measured at 22,000 and 15.5% volatility, and for a 20,000 put both grow as the index falls toward the strike and as volatility rises, so each further point of fall costs more than the last. Reprice every put at 19,800 and the new volatility and the loss is about Rs 153.3 lakh, 1.56 times the estimate. Split it: the index fall on its own costs Rs 70.0 lakh against gamma's Rs 48.4 lakh; the volatility rise on its own costs Rs 62.7 lakh against vega's Rs 50 lakh; and the two together cost a further Rs 20.6 lakh, because a put that is suddenly near the money has far more vega to lose when volatility jumps. Traders call that cross term vannaThe rate at which an option vega changes as the underlying moves, or equivalently how delta changes as volatility moves. For out-of-the-money puts it makes a fall and a volatility rise compound..

Stress loss, Rs lakh: what the Greeks see and what they miss5010015048.4Gamma1/2 x 2 x 2,200 sq50.0Vega5 lakh x 10 pts98.4Greek totalthe estimate21.6Spot curvegamma rises12.7Vol curvevega rises20.6Crossspot and vol153.3Full revalthe real lossfull loss is 1.56 times the Greek estimate
The Greeks estimate Rs 98.4 lakh, but full revaluation adds Rs 21.6 lakh for gamma rising as the index falls, Rs 12.7 lakh for vega rising with volatility and Rs 20.6 lakh for the two together, a total loss of about Rs 153.3 lakh.
Step 3Where does the estimate stop being good enough?

Run the same comparison for gaps from zero to 15%, with volatility rising one point for every 1% fall. For a 2% gap the two numbers are close; by 10% the full loss is about 1.6 times the estimate, and by 15% the index is through the strike and the gap widens further. That is why clearing houses and risk teams set margins and limits on scenario grids that reprice every position across a range of index moves and volatility shifts, rather than on Greek sums, and why a desk that only watches its Greek report finds out about the shape of its book on the worst night of the year.

The Greeks are a local map: the loss bends away as the gap grows-50-100-150-200-250-30000-5%-10%-15%Index gap down along the top; loss in Rs lakh down the side, volatility up 1 point per 1% fallGreek estimate 98.4full revaluation 153.3Short 20,000 puts, 4 months,delta hedged at 22,000
The Greek estimate and full revaluation agree for small gaps and then part company, so at a 10% gap down with volatility 10 points higher the estimate says Rs 98.4 lakh and full revaluation says Rs 153.3 lakh.

Close with what you would tell the committee. The book's stress loss is about Rs 153 lakh, not Rs 98 lakh, and the gap between the two comes from the strikes sitting 9% below the index, exactly where a crash takes them. Buying a smaller number of further out-of-the-money puts, say at 18,500, would cap the tail at a cost in premium income. State the limits: the scenario holds volatility flat across strikes, while in a real sell-off the skew steepens and the 20,000 puts' volatility rises by more than the at-the-money 10 points, and the futures hedge assumes the market can be traded at 19,800, which on a gap open it often cannot.

Where candidates lose it

The common loss is quoting the Greek sum, Rs 98.4 lakh, as the stress loss. Greeks are local derivatives; a 10% gap is not local, and a short out-of-the-money book is precisely the shape for which the error runs against you.

The second is explaining the gap as vega alone. The vega estimate is short by about Rs 13 lakh, but the bigger misses are the spot curve and the cross term, and an interviewer listening for full revaluation wants to hear that every option has to be repriced at the new index and the new volatility together.

What the interviewer asks next

  • The same book is long the 20,000 puts instead of short. Does the Greek estimate now overstate or understate the gain?
  • How would you build a scenario grid for this book, and how many index and volatility points would you use?
  • What does skew steepening in a sell-off do to the stress number?
  • How would buying 18,500 puts change the shape of the stress curve, and what does it cost in normal times?
← Case 040Pranhita Capital is short a one-month at-the-money call on a Rs 1,000 stock at 25% volatility. Compare the hedging error from rehedging daily and weekly, and the cost at 0.05% of the traded value per rehedge. Which frequency would you choose?Case 042 →Agasthya Capital buys a variance swap with vega notional of Rs 10 lakh at a strike of 20. What is the variance notional, what is the P&L if realised volatility is 24, and if it is 16? Why is the payoff not symmetric?

Company names and figures are illustrative.

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