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041

Case 041Fixed income and creditHard

A company's 5-year bond trades 450 bps over government with 40% recovery assumed, while a structural model on its equity implies a 3% annual default probability. Back out the market-implied default rate, compare the two, and say which instrument looks mispriced.

1The situation

Rethvika Infra, an invented toll-road operator, has a 5-year bond that yields 450 basis points over the government curve. The desk's standing assumption for senior unsecured infrastructure paper is 40% recovery in default. The same desk runs a structural model on Rethvika's listed equity, treating the shares as a call option on the firm's assets, and it puts the annual default probability at 3%.

The take-home brief gives you two days and asks for a view a credit and an equity portfolio manager could both act on. Treat the spread, the recovery and the 3% as the case's inputs, not as market facts.

2Your task

Back out the default rate the bond market is pricing, compare it with the equity model, explain the gap, and decide which instrument looks mispriced and what trade, if any, follows.

Quick check

At 450 bps of spread and 40% recovery, roughly what annual default rate is the bond pricing?

Worked solution

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

30-second answerThe answer to give first

The bond prices a default rate of about 7.5% a year, 2.5 times the equity model's 3%, and neither is clearly mispriced. Spread over loss given default is 4.5% over 60%. Of the 450 bps, only 180 bps is expected loss on the equity model's view; the other 270 bps is premium for bearing the risk, illiquidity, or a gap in the equity model. The bond is the better instrument to own only if you trust the 3% and can hold the illiquidity.

Step 1How do you turn a spread into a default rate?

Think of a motor insurer. If one car in a hundred is written off each year and a write-off costs 60% of the car's value, the fair premium is 0.6% of the value: probability times severity. A bond spread works the same way in reverse. The spread is roughly the default rate times the loss given default, so the default rate the market is pricing is the spread divided by the loss: 4.5% over 60%, which is 7.5% a year. That is the risk-neutral default intensityThe default rate that makes the bond fairly priced if investors demanded no extra reward for bearing default risk. It is usually higher than the rate at which companies actually default., the rate at which investors would have to expect defaults for the spread to be pure compensation for expected loss. It is not the rate at which the company is likely to default; it is the rate that makes the price fair with no reward for bearing the risk.

The relationship
s≈λ (1−R)⇒λbond=s1−R=0.0450.60=7.5%,λequity=3.0%s \approx \lambda\,(1 - R) \quad\Rightarrow\quad \lambda_{bond} = \frac{s}{1 - R} = \frac{0.045}{0.60} = 7.5\%, \qquad \lambda_{equity} = 3.0\%
scredit spread over the government curve, 450 bps
\lambdaannual default intensity
Rrecovery rate in default, 40%
1 - Rloss given default, 60%
What it says in wordsThe spread approximately equals the default rate times the loss on default, so dividing the spread by the loss gives the default rate the bond market is charging for.
Two markets, two default rates: the spread is more than expected loss2%4%6%8%7.5% a yearBond-implied450 bps / 60% loss3.0% a yearEquity-impliedstructural model2.5xWhere the 450 bps goes180270expected loss3% x 60%premium for bearing itor a model gap450 bps over government60% of the spread is not expected loss
Rethvika's bond prices 7.5% a year of default against the equity model's 3.0%, and of its 450 bps of spread only 180 bps is expected loss at the equity model's rate, leaving 270 bps as premium for bearing the risk or as a gap between the two models.
Step 2Why are the two numbers allowed to differ?

Over five years the gap compounds: at 7.5% a year the bond implies about a 31% chance of default before maturity, against about 14% on the equity model. Before calling that a mispricing, list the honest reasons the bond number should be higher. Bond investors are paid for more than expected loss: for the risk that defaults cluster in bad years, for the bond being hard to sell, and for the chance the recovery is worse than 40%. Studies of corporate spreads commonly find the market-implied rate running at a multiple of the rate at which companies actually default, so a ratio of 2.5 is not on its own a signal; confirm the typical multiple for the rating bucket before leaning on it. The structural model, for its part, is only as good as its asset volatility and its leverage inputs, and a 3% figure built from one year of equity volatility is the softer of the two numbers.

ViewDefault rate a yearLoss given defaultExpected loss a year5-year default chance
Bond market, 450 bps7.5%60%450 bps31%
Equity structural model3.0%60%180 bps14%
Gap4.5 points270 bps17 points
On the bond's numbers Rethvika has about a 31% chance of defaulting within five years; on the equity model's about 14%; the 270 bps a year between them is what the bondholder earns beyond expected loss if the equity model is right.
Step 3Could a different recovery assumption reconcile them?

Test it, because the interviewer will. The implied rate is spread over loss, so a higher recovery raises it and a lower recovery cuts it. Even at zero recovery the bond implies 4.5% a year, still above the equity model's 3%, so no recovery assumption makes the two agree. Solving for the recovery that would gives 1 minus 4.5% over 3%, which is -50%, an impossible number. The gap is therefore a risk premium, a liquidity premium or a model error, and it cannot be an argument about recovery.

No recovery assumption closes the gap: the curve never reaches 3%5%10%15%20%25%0%20%40%60%80%Recovery assumed on the bondequity model: 3.0% whatever the recovery5.6%7.5%11.2%22.5%the desk's assumption, 40% recoverylowest possible, at zero recovery: 4.5%
The bond-implied default rate runs from 4.5% at zero recovery to 22.5% at 80% recovery and never touches the equity model's 3%, so the gap cannot be closed by changing the recovery assumption.
Step 4So which instrument is mispriced, and what do you do?

Give a view with its condition attached. If you trust the equity model, the bond is cheap: it pays 270 bps a year above expected loss, and the trade is long the bond, short a small amount of equity as a hedge against the default risk you are now carrying. If you trust the bond market, the equity is too confident, and the trade is the reverse. The honest reading is that the gap is inside the range such premiums usually occupy, so the case does not prove either side wrong; it says the bond is the instrument a patient holder is paid to own, and the equity model needs its asset volatility stress-tested before it drives money. A strong answer also sizes the hedge: the equity's sensitivity to a change in default probability is what sets the ratio, and that comes from the same structural model, so the trade inherits its weakness.

Say the limits. The spread-over-loss formula ignores discounting and the shape of the term structure, which matters little at these levels but grows with the spread. And the two instruments do not share a horizon: the bond's 450 bps is a five-year average, the equity model's 3% is a one-year number, and a company whose risk is rising over time will show exactly this kind of gap without anything being mispriced.

Where candidates lose it

The common loss is reading 450 bps as a 4.5% default rate. The spread pays for probability times severity, so forgetting the 60% loss understates the implied rate by a third and makes the gap to the equity model look smaller than it is.

The second is declaring a mispricing because two numbers differ. Market-implied default rates are routinely higher than real-world ones, because bondholders are paid for more than expected loss. Candidates who cannot name the premium cannot say whether the gap is a trade.

What the interviewer asks next

  • The bond's recovery assumption moves to 20%. How does the implied rate change, and does your view?
  • How would you set the hedge ratio for long bond, short equity, and what makes it unstable?
  • The company issues a 2-year bond at 250 bps over government. What does the term structure tell you?
  • Why might the equity market be the better-informed one for a company with a single large project?
← Case 040Daily card-spend data covers 8% of transactions for 60 listed retailers and arrives with a 3-day lag; results come out 45 days after quarter end. How long is the information window, and how precise can the estimate be?Case 042 →A manager runs a 3% tracking-error budget with equal active positions in five stocks, each with 30% idiosyncratic volatility and uncorrelated. How large can each active weight be?

Company names and figures are illustrative.

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