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.
| D | duration of the bond futures, about 7 |
| Delta y | change in yield, as a decimal |
| N | notional, Rs 150 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 position | A: flight to quality | B: breakdown | Worse 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 |
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?
Company names and figures are illustrative.
