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076

Case 076Risk measurement and limitsCore

Samudrika is long Rs 300 crore of equities and short Rs 150 crore of bond futures with duration 7 as a hedge. What is the P&L in a flight to quality and in a correlation breakdown, and what does the stress test say about the hedge?

1The situation

Samudrika Capital runs a Rs 300 crore long equity book. Over the past year, share prices fell whenever bond yields jumped, so the desk sold Rs 150 crore notional of 10-year government bond futures, duration about 7, as a hedge: if yields spike and stocks fall, the short bond position gains.

The risk team runs two one-week scenarios. A, flight to quality: equities fall 15% and investors pile into government bonds, so yields fall 1.0 percentage point. B, correlation breakdown: equities fall 15% and bonds sell off with them, yields rising 0.5 point, so bonds fail to cushion stocks as they traditionally do.

2Your task

Compute the P&L in each scenario, leg by leg, and say what the result tells you about the hedge.

Quick check

In the flight to quality, does the bond short reduce or add to the loss?

Worked solution

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

30-second answerThe answer to give first

The flight to quality loses Rs 55.5 crore and the correlation breakdown loses Rs 39.75 crore, against Rs 45 crore with no hedge. The equity leg loses Rs 45 crore in both. The bond short gains Rs 5.25 crore only when yields rise with falling stocks, and loses Rs 10.5 crore when they fall. The short is a bet on the stock-bond correlation staying positive, and the stress test shows it makes the classic crash worse.

Step 1How do you price each leg in a scenario?

Take the legs one at a time, because the whole point of the exercise is to see them separately. The equity leg is simple: 15% of Rs 300 crore is a Rs 45 crore loss in both scenarios. For the bonds, use durationThe approximate percentage change in a bond price for a one percentage point change in its yield, with the sign reversed.: a price moves about duration times the yield change, in the opposite direction. A 1.0 point fall in yields lifts the futures about 7%, and a 0.5 point rise cuts them about 3.5%; the short position takes the opposite side of each. That is Rs 10.5 lakh of P&L for every basis point, and it is the number worth saying before any scenario.

The relationship
ΔP≈−D×Δy×N−7×(−0.010)×150=+10.5 for a long, so −10.5 for the short\Delta P \approx -D \times \Delta y \times N \qquad -7 \times (-0.010) \times 150 = +10.5 \text{ for a long, so } -10.5 \text{ for the short}
Dduration of the bond futures, about 7
Delta ychange in yield, as a decimal
Nnotional, Rs 150 crore
What it says in wordsA bond's price change is roughly its duration times the yield change, with the sign flipped; a short position books the opposite.
Same equity loss, opposite bond result: the hedge depends on the correlation-20-40-600A. Flight to quality: yields -1.0-45-10.5-55.5EquitiesBond shortNetB. Correlation breakdown: yields +0.5-45+5.25-39.75EquitiesBond shortNet
Samudrika's equities lose Rs 45 crore in both scenarios, but the bond short loses Rs 10.5 crore in the flight to quality and gains Rs 5.25 crore in the correlation breakdown, for net losses of Rs 55.5 crore and Rs 39.75 crore.
Step 2Why does the same hedge help in one scenario and hurt in the other?

Think of carrying an umbrella because it has rained every afternoon this week. It helps if the weather stays the same and is dead weight if the next storm is a dust storm. A bond short hedges equities only while stocks fall when yields rise, that is, while stock and bond prices fall together. That relationship holds in an inflation scare. In a classic panic, investors sell stocks and buy government bonds, yields fall, and the short loses on both legs at once. The sign of the stock-bond correlation has flipped across decades, so the desk has built its hedge on one regime.

Step 3Is there a bond position that protects in both scenarios?

No, and the table shows why. With these two scenarios, any bond position makes one of them worse than having no bonds at all, so the least bad worst case is Rs 45 crore, with no position. Going long instead of short helps the flight to quality and hurts the breakdown. Pushing the short to fully offset scenario B would take about Rs 1,286 crore of notional, and scenario A would then lose Rs 135 crore. The equity risk can only be cut reliably by holding less equity or by hedging with something that tracks equities directly, such as index futures or puts.

Bond positionA: flight to qualityB: breakdownWorse of the two
Short Rs 150 crore (current)-55.50-39.75-55.50
No bond position-45.00-45.00-45.00
Long Rs 150 crore-34.50-50.25-50.25
Rs crore, one-week stress P&L including the Rs 45 crore equity loss. The current short is the worst choice in scenario A; a long bond position is the worst in scenario B; no bond position has the smallest worst case.
Worst case across both scenarios is least bad with no bond position-30-45-60A: flight to qualityB: correlation breakdownbest worst case: -45current short: -55.5 in Ashort 300short 1500long 150long 300Bond futures position, Rs crore notionalshaded: the worse of the two
As the bond position moves from short to long, the flight to quality loss shrinks and the correlation breakdown loss grows; the worse of the two is smallest, at Rs 45 crore, with no bond position, while the current Rs 150 crore short loses Rs 55.5 crore in the flight to quality.
Step 4What do you tell the risk committee?

Say what the stress test is for. A value at risk model estimated on last year's data would show the short as a hedge, because last year's correlation was positive; the scenario is there to show what happens when it is not. Report both numbers, name the bond short as a correlation position rather than a hedge, and cap its size so the flight to quality loss stays inside the stress limit. The limitation is that two scenarios are two points: a fuller review adds a rates-only shock and a joint rally, and adds convexity, which makes the loss in scenario A slightly larger than the duration estimate.

Where candidates lose it

The usual miss is calling the short a hedge and checking only the scenario it was built for. Candidates compute the breakdown, see the loss shrink from Rs 45 crore to Rs 39.75 crore, and stop, never noticing that the flight to quality, the more familiar crash, gets worse.

The second is a sign error on the bond leg: falling yields mean rising prices, and a short loses when prices rise. Say the direction out loud before you multiply.

What the interviewer asks next

  • What bond position would make the two scenario losses equal, and is that a sensible hedge?
  • How would you add convexity to the 1.0 point move, and in which direction does it change the answer?
  • Which instrument would hedge the equity leg in both scenarios, and what does it cost?
  • How would you choose the probability weights on these two scenarios for a capital decision?
← Case 075A contract settles at the sum of three cards drawn without replacement from ten cards numbered 1 to 10, at Rs 100 a point. Quote a two-way market before any card, after the first card shows 9, and after the second shows 2, keeping pace with the dealer.Case 077 →Make a market on the number of cars parked at a large suburban mall at 1 pm on Saturday: four levels of about 250 bays, occupancy somewhere between 70% and 90%. Then the interviewer sells to your bid three times in a row. How do you quote, and how do you update?

Company names and figures are illustrative.

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