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Debt Capital Markets · CoreTrack
1Fixed Income, Credit & Rates
iBond Fundamentals
The BondBond Price and YieldPrincipalRedemptionFace Value, Par and PrincipalThe CouponThe IndentureThe IssuerMaturityFixed Income and Debt Securities
iiBond Pricing and Yield
What a Bond Yield…The Policy Rate and a Bond YieldCurrent Yield and Yield to MaturityYield to Maturity and Yield to CallThe Coupon and the YieldReinvestment RiskCarrySpread Return and Price Return
iiiInterest Rate Risk
Duration and ConvexityDuration and Convexity Calculator,…Key-Rate Duration vs Modified DurationThe Basis PointAccrued InterestRecovery RateSpot Rate and Forward RatePrepayment Risk and Extension RiskA Rate View and a Credit ViewInterest-Rate Risk and Reinvestment RiskHow to Analyse a…How to Review Prepayment…How to Analyse a…
ivRates Markets
The Term Structure of Interest RatesThe Yield CurveThe Forward RateThe Term PremiumParallel Shift vs Steepening…
vCurve and Carry Strategies
Curve StrategySteepener, Flattener and ButterflyHow to Read a…How to analyse a Yield-Curve ScenarioThe Butterfly TradeCarry and Roll-Down
viSovereign Bonds
Sovereign BondsPar Bond and Premium BondGovernment SecuritiesHow to Compare Government…Inflation-Linked BondsBond Total ReturnBond LadderHow to Read a Bond Term SheetHow to Map the…How to Analyse a…Treasury BillsTreasury Bill vs Sovereign BondThe Benchmark YieldThe Policy Rate and the Bond Market
viiCredit Risk
Credit RiskCredit Risk and Interest Rate RiskG-Spread, Z-Spread and Option-Adjusted…Credit SpreadTerm Premium and Credit SpreadHow to Build an…Rating ActionsDefault Rate, Loss Given…Expected Credit LossWhat a Credit Rating…A Rating Watchlist EntryThe Fallen AngelThe Credit CurveInvestment Grade and High YieldCollateral vs Guarantee
viiiCredit Analysis
Credit AnalysisCollateral, Guarantee and Credit…How to analyse a…Seniority and SubordinationCovenantsLeverage RatiosGross Leverage and Net Leverage
ixCredit Events and Recovery
Credit EventsCredit Event vs Liquidity EventHow to update Credit…The Distressed ExchangeThe Default NoticeCovenant Breach vs Restructuring EventHow to analyse Default…
xSecuritisation
SecuritisationOriginator, Servicer and Trustee…How to map a…Mortgage-Backed SecuritiesThe TrancheAsset-Backed SecuritiesAsset-Backed Security vs Mortgage-Backed SecurityCredit EnhancementPrepaymentThe Cash Flow WaterfallExtension RiskWeighted Average Life
xiFixed Income Portfolios
Ladder, Barbell and BulletFixed Income Portfolio MeasuresBarbell vs BulletHow to Map the…Tracking Error in Fixed Income
xiiFixed Income Research
Fixed Income ResearchFixed-Charge CoverageHow to assess Fixed-Income…How to Write a…The Four Assumptions That…A Liquidity Assumption and…The Spread ThesisStating Limitations in Fixed…

The Credit Curve: One Point, and What a Shape Would Say

A credit curve puts maturity along the bottom and one borrower's credit spread up the side, so every mark on it reads as a spread in basis points at a single moment. Palash Cements Limited has one bond on this platform. The bond runs five years, and it prices 220 basis points over the matching government SPOT rate. One bond at one maturity gives one mark. The rest of both axes stays blank on purpose.

What sits on each axis of a credit curve?

Start with the picture. The picture is where the confusion begins. A credit curveThe credit spread of one borrower plotted against maturity at one moment in time. One borrower, one moment, several maturities. is a chart with two axes, and it looks almost exactly like a government yield curve. Same sweep, same left to right reading, same habit of bending near the short end. The resemblance between the two charts is the whole trouble. Two pictures that share a shape get read as one object, and they are not one object.

Take the axes one at a time. Across the bottom runs maturityThe date the last payment on a bond falls due. Measured here in years from today, so a five year bond sits at the mark labelled five., measured in years from today. Up the side runs the credit spreadA borrower yield less the government SPOT rate for the identical maturity, stated as a rate a year and written in percentage points and in basis points., measured in basis points. And the quiet word doing the heavy lifting is the word one. One borrower. One moment in time. A different borrower gives a different chart. The next day gives a different chart again. A credit curve is a photograph of a single borrower taken at a single instant, and every mark on it belongs to that borrower and that instant and to nothing else.

Now set the government yield curve beside it and note what changes. A government yield curve puts a yield on the vertical axis: at each maturity it gives the rate the government pays for money of that length. On the invented curve used throughout this sequence, that is 6.90 per cent a year at five years and 7.35 per cent a year at ten years, on annual compounding throughout. A credit curve puts something else entirely on that vertical axis. The credit curve puts the gap there. At each maturity it gives the borrower's yield less the government SPOT rateThe price of money handed over now and returned at one named date in the future. One rate for each date, and no reinvestment assumed in between. of the same length, and nothing else survives the subtraction.

Here is the consequence, and it catches almost everybody the first time. The government SPOT rate at each maturity has already been taken out of every mark on the credit curve before it was plotted, so a credit curve can lie perfectly flat while the government curve behind it climbs steeply. Compute the climb so it is not a claim on trust: on the invented curve, ten years reads 7.35 per cent a year and two years reads 6.25 per cent a year, and 7.35 less 6.25 is 1.10 percentage points, which is 110 basis points of rise across that stretch. A borrower charging the identical spread at every one of those maturities would draw a flat credit curve straight through a government curve that rose by 110 basis points underneath it. The two pictures disagree because they are not measuring the same thing.

Same shaped picture. Different quantity up the side. Invented SPOT curve. Annual compounding. Horizontal positions evenly spaced on the left, not to scale. A GOVERNMENT YIELD CURVE up the side: yield, per cent a year 6.00 7.00 8.00 1 2 3 5 10 30 across the bottom: maturity, in years A CREDIT CURVE up the side: credit spread, basis points 0 200 400 220 basis points 9.10 less 6.90, at five years every mark here has already had the government SPOT rate of its own maturity subtracted out 0 5 10 across the bottom: maturity, in years Palash Cements Limited is invented and the SPOT curve is invented. Educational illustration.
The left chart records what the government pays at each length of borrowing, and the right chart records what is left after that payment has been taken away from what one company pays over the identical length, so the two share a shape and hold quantities that are not the same.
Try it out

Name what sits on each axis of a credit curve.

Why does one issuer at one maturity not give a curve?

Because a curve is a shape, and a shape needs more than one mark to exist. The rule sounds obvious written down, and it is routinely ignored in practice.

Palash Cements Limited, invented for this sequence and the only issuer anywhere on this platform, has issued exactly one bond: five years, a 9.10 per cent annual coupon on Rs 1,000.00/- of face, annual compounding. The five year government SPOT rate on the invented curve reads 6.90 per cent a year. The subtraction runs: 9.10 less 6.90 leaves 2.20 percentage points, and the same quantity in the other unit is 220 basis points. The subtraction gives a location, and a location is a pair of coordinates. Five years across. Two hundred and twenty basis points up. One mark on a chart.

One mark is not a curve, and the honest treatment of the rest of the chart is to leave it alone. There is no second maturity for this borrower to plot. There is no second borrower to plot beside it. So the axes stretch away in both directions carrying nothing, and the reason for the emptiness is printed inside the picture rather than left as blank space a reader might quietly fill in.

The same evidence anywhere else in life would be treated with more care. A shopkeeper names the price of a five kilogram sack of rice today. The shopkeeper has named one price for one size on one day. The price of the five kilogram sack says nothing about what a one kilogram packet costs, nothing about what a fifty kilogram sack costs, and certainly nothing about whether the price per kilogram rises or falls with the size of the sack. Somebody who draws a line through that single price and announces a pricing policy has invented the other end of that line. A single observation fixes a position and says nothing about a direction, and drawing a line through one mark publishes an opinion wearing the costume of a measurement.

One mark. Two long axes. Nothing else, and the reason is printed. Educational illustration. Palash Cements Limited is invented. Invented SPOT curve, annual compounding. credit spread, basis points 0 100 200 300 400 500 0 5 10 15 maturity, in years 220 basis points, at five years 2.20 percentage points, the same quantity WHY THE REST IS EMPTY Palash Cements Limited has issued no bond at any other maturity here, and no second issuer exists on this platform to plot beside it. nothing at one, two or three years either No line is drawn through the mark, because a line would state a direction that nothing here supports.
Both axes run a long way and carry a single plotted mark, and the blank remainder is annotated with its cause rather than left as space a reader could fill in from habit or from somewhere else.

There is a second absence on this chart. Palash Cements Limited carries no credit rating anywhere on this platform. A rating scale, and the definition attached to every step of it, belongs to the rating agencies and to the Securities and Exchange Board of India (SEBI) at sebi.gov.in, and those definitions are revised. The row where a rating would sit is therefore left empty with its reason printed inside it, and every sentence here holds without one.

The same discipline applies to the evidence behind the numbers. There is no measured default frequency on this platform, no recovery study and no series of past spreads. Arithmetic performed openly on invented inputs is not evidence about how often anything has actually happened.

The register that decides how many marks a credit curve can carry. Invented SPOT curve, annual compounding. Palash Cements Limited is invented and holds no rating. MATURITY GOVERNMENT SPOT RATE PALASH CEMENTS YIELD CREDIT SPREAD one year 5.90 per cent a year no bond at this maturity nothing to subtract two years 6.25 per cent a year no bond at this maturity nothing to subtract three years 6.55 per cent a year no bond at this maturity nothing to subtract five years 6.90 per cent a year 9.10 per cent a year 2.20 points, 220 bp ten years 7.35 per cent a year no bond at this maturity nothing to subtract thirty years 7.60 per cent a year no bond at this maturity nothing to subtract The reference column is complete. The borrower column has one entry. A subtraction needs both, so the spread column can only be filled on the single row where a bond exists, which is the row at five years. A credit rating row would sit here and is not drawn, because a scale belongs to the agencies and to SEBI.
A complete column of reference rates meets a borrower column holding a single entry, and since a spread is a subtraction needing both sides, only the row at five years can produce a number at all.
Try it out

One issuer, one maturity and one spread are all that exist here. How many shapes are consistent with that?

Try it out

Suppose a borrower's spread were narrower at ten years than at five. What would that price be saying?

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What would the shape say if one existed?

Everything in this part is written in the conditional, from the first word to the last, and the conditional is not politeness. No shape exists on this platform for this borrower. The three readings below are worth knowing because they turn up in other people's charts, and knowing them is exactly what stops a reader attaching one of them to a borrower that has produced only a single mark.

If a borrower's spread were wider at ten years than at five, the extra would be payment for the five additional years of exposure to whatever might go wrong inside them. That is the reading most people expect, and it has a plain intuition behind it. A neighbour who asks to borrow for six months and a neighbour who asks to borrow for six years are asking for two different things, and the longer request carries more of everything that can change: their job, their household, the trade they work in, their health. Charging more for the longer request is charging for a longer stretch of not knowing.

If a borrower's spread were narrower at ten years than at five, the price would be saying that the near years are the dangerous ones and that a borrower who survives them is through the worst of it. This reading surprises people until they meet the everyday version. A shop that has just opened is fragile in a way that a shop of ten years standing is not. Anybody asked to lend to a stall that opened last month would want the most protection over the first stretch, not the last. A borrower with a heavy repayment falling due soon, or a business waiting on one contract to be renewed, sits in that shape: get past the near danger and what remains looks calmer.

If a borrower's spread were flat across maturities, the price would be saying each additional year carries the same charge as the year before it. No accumulation of extra worry with length, no relief from surviving the early stretch, just the same charge repeated.

All three readings are legitimate and all three appear in real charts. None of the three belongs to this borrower, and none of them appears on this platform. The picture below draws all three faintly through the single real mark for one reason only: to show how comfortably a lone mark accommodates every one of them.

One mark, three shapes, and no way to choose between them. Every dashed line below is hypothetical. None of them is this borrower and none is drawn from any observation. credit spread, basis points 0 100 200 300 400 5 10 15 maturity, in years IF WIDER IF FLAT IF NARROWER the one real mark 220 basis points at five years Wider at ten years: the extra pays for five more years of exposure. Flat: each year added carries the same charge as the year before it. Narrower at ten years: the near years are the dangerous ones.
Three hypothetical directions leave the same plotted mark without straining it, which is the visual proof that a lone observation cannot say which of them a borrower actually sits on.

Why is a spread a rate a year rather than a total?

One word decides how a spread is read, and the word is year.

Two hundred and twenty basis points is not a charge for the five years taken together. The spread is a charge for one year, applied in each of five years. Palash Cements Limited pays a 9.10 per cent annual coupon on Rs 1,000.00/- of face and the reference borrower pays 6.90 per cent a year across the identical stretch, and both of those are rates a year. Subtract two rates a year and a rate a year comes out. Nothing in the subtraction converted the answer into a total, and nothing about the bond running five years divides the answer by five.

The same quantity is handled correctly in any rental agreement. A shop taken on rent at Rs 40,000/- a month for three years costs Rs 40,000/- in each of thirty six months. Nobody reads the agreement and concludes the shop costs Rs 40,000/- for the whole three years. But a rate wearing a percentage sign loses its period the moment somebody writes it at speed, and the sentence "the spread on this bond is 220 basis points over five years" is exactly that loss. A rate stripped of its period turns into a different quantity without anybody noticing the substitution.

Applied five times, once per year. Not once, across five years. Educational illustration. Invented issuer and invented SPOT curve. Annual compounding. READ IT RIGHT: A RATE A YEAR year 1 year 2 year 3 year 4 year 5 220 bp 220 bp 220 bp 220 bp 220 bp The implied annual default rate of 3.6667 per cent a year carries the identical period. READ IT WRONG: A TOTAL FOR THE PERIOD 220 basis points, once, for the five years together this reading has quietly dropped the period from the quantity A rate a year does not divide itself by the number of years the bond runs. The five years multiply it. Palash Cements Limited is invented and carries no rating on this platform. Figures illustrative.
The upper row applies the same annual charge once inside each of the five years while the lower row treats it as a single total, and only one of the two readings preserves the period the quantity was quoted in.

The same period travels through everything the spread implies. The relationship a spread claims to satisfy was settled earlier in this sequence. Run it and watch the period travel.

Step one, the relationship a spread claims to satisfy
$$ s = p_{d} \times L $$
sthe credit spread, in percentage points a year, here 2.20
pdthe default rate, per year, as a percentage of the exposure
Lthe loss given default, as a decimal share of the amount owed
What it says in wordsThe credit spread charged per year equals the rate at which default is expected per year, multiplied by the share of the amount owed that disappears each time default occurs.

One quantity is known and two are not, so an assumption has to be supplied before the arithmetic can move. Assume a recovery of 40 per cent of the amount owed. The recovery assumption rests on nothing measured, and every figure after it moves when the assumption moves.

Step two, what the recovery assumption buys
$$ L = 1 - R $$
Lthe loss given default, as a decimal share of the amount owed
Rthe assumed recovery rate, as a decimal share of the same amount owed
What it says in wordsThe share of the amount owed that is lost is one hundred per cent less the share that comes back, measured on one base, so naming either share has already named the other.

At an assumed recovery of 40 per cent of the amount owed, the loss given default is 100 less 40, so 60 per cent of that same amount owed, or 0.60 as a decimal share. Two of the three quantities are now in hand, so the third falls out by division.

Step three, solving for the rate the price is consistent with
$$ p_{d} = \frac{s}{L} = \frac{2.20}{0.60} = 3.6667 $$
pdthe implied default rate, per cent a year, on the exposure as base
sthe credit spread of 2.20 percentage points a year
Lthe loss given default of 0.60 of the amount owed
What it says in wordsDividing a credit spread of 2.20 percentage points a year by a loss given default of 0.60 gives 3.6667 per cent a year, which is the annual default rate the price is consistent with under that single assumption and no other.

A relationship shown in one direction is only a recipe. Run it back the other way as a check. Take 3.6667 per cent a year and multiply by 0.60. Back comes 2.2000 percentage points, the 220 basis points the whole thing began with. The arithmetic closes on its own starting figure, and every number inside it wears the words a year.

Each of the four quantities carries a different base and a different period, and the multiplication joining them means nothing until each one is labelled. Hold them apart before going further.

QuantityIts baseIts period
Recovery rateThe amount owed, not the price paid and not the couponPer default event
Loss given defaultThe same amount owed, so it and the recovery rate sum to one hundred per centPer default event
Default rateThe exposurePer year, not over the life of the bond and not a count
Expected credit lossA stated rupee exposureRupees per year
Try it out

A colleague reports the spread on this bond as 220 basis points over five years. What is wrong with that sentence?

Try it out

An implied annual default rate of 3.6667 per cent a year is held across five years. Before the arithmetic below, is the accumulated five year chance above or below five times the annual rate?

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How does an annual default rate accumulate across five years?

By multiplying what remains, not by adding what happens.

One assumption travels with every figure from here onwards, so state it out loud. Suppose the implied annual default rate of 3.6667 per cent a year held in each of the five years. Nothing on this platform supports that supposition. Holding the rate constant is itself an assumption, and the accumulation cannot be shown without one.

Now think about what survives a year rather than what fails in it. If the chance of failing inside any one year is 3.6667 per cent, then the chance of survivalReaching the end of a stated period without having failed to pay. Survival is the complement of failing inside that period, and the two sum to one hundred per cent of the same base. through that year is 100 less 3.6667, which is 96.3333 per cent. To reach the end of two years the borrower must survive the first year and then survive the second, and two things that both have to happen are joined by multiplication rather than by addition.

Step four, survival across a stretch of identical years
$$ S(t) = (1 - p_{d})^{t} $$
S(t)the chance of reaching the end of t years without failing, as a decimal share
pdthe implied default rate for one year, as a decimal share, here 0.0366667
tthe number of years, a whole number here, running one to five
What it says in wordsThe chance of getting through several years untouched is the one year chance of getting through multiplied by itself once for every year, because every one of those years has to be survived and not merely most of them.

Repeated multiplication of this kind is compoundingApplying a rate repeatedly to whatever is left after the previous application, rather than to the original amount every time. working on a survival share instead of on money, and it behaves exactly the way compounding always behaves: each step operates on what is left after the step before it, never on the original. Apply it five times and 0.963333 recurring raised to the fifth power gives 82.962712 per cent as the five year survival share.

The quantity a reader actually asked for is the other one, and it is now a subtraction rather than a sum.

Step five, the accumulated chance of failing at some point
$$ D(t) = 1 - (1 - p_{d})^{t} $$
D(t)the accumulated chance of failing at some point across t years, as a decimal share
S(t)the survival share across the same t years, which D(t) is the remainder of
pdthe implied default rate for one year, held constant by assumption
What it says in wordsThe chance of failing somewhere inside a stretch of years is everything that is not survival across that same stretch, so it is computed by first compounding survival and then taking the result away from one hundred per cent.

Put the five year survival share of 82.962712 per cent into that and the accumulated default chanceThe chance of failing at some point across a stated number of years, as opposed to the chance of failing inside any single one of them. across five years is 100 less 82.962712, and the answer is 17.037288 per cent. Survival multiplies down the chain, and the accumulated chance of failing is whatever that chain leaves behind. The second figure therefore has to be computed from the first rather than assembled on its own.

Survival multiplies. What is left over is the accumulated chance of failing. Holding the implied annual rate at 3.6667 per cent a year in every year is an assumption of this guide. SURVIVAL SHARE, PER CENT at the start after 1 year after 2 years after 3 years after 4 years after 5 years 100.000000 96.333333 92.801111 89.398404 86.120462 82.962712 x 0.9633333 x 0.9633333 x 0.9633333 x 0.9633333 x 0.9633333 ACCUMULATED DEFAULT CHANCE, PER CENT which is 100 less the figure directly above it 0.000000 3.666667 7.198889 10.601596 13.879538 17.037288 The top row read left to right is a multiplication. Any column read top to bottom is a subtraction from one hundred per cent. Neither row was built by adding the annual rate to itself. Palash Cements Limited is invented and holds no rating. The implied rate rests on an assumed 40 per cent recovery of the amount owed. Educational illustration, and no figure here is a forecast of anything.
Reading the upper row from left to right multiplies one identical survival share five times over, and reading any column downwards takes that share away from one hundred per cent to leave what accumulated.
Try it out

The one year survival share is 96.3333 per cent and it is held in each of five years. What is the five year survival share?

Why does adding the annual rate five times give the wrong answer?

Because the addition charges the borrower for years the borrower could not reach.

The natural move comes first, along with what it produces. Multiplying 3.6667 per cent a year by five years gives 18.3333 per cent. Set beside the compounded 17.037288 per cent, the addition overstates by 1.2960 percentage points. A little over a point does not sound like much, and the size of it is not the interesting part. The reason is.

Here is the reason in one sentence. A borrower that failed in year two cannot fail again in year three, and the addition charges year three regardless. Adding the annual rate five times quietly assumes that a borrower is available to fail in every one of the five years, which is a statement about the world that nobody would put their name to if it were written out in full. Each step in the chain operates only on the share that is still standing, so compounding survival never makes that assumption.

The everyday version is blunter and it lands faster. A stall that shuts down in March cannot also shut down in August. Counting both closures counts a stall shutting twice, and there was only ever one stall. Anybody would spot the error told that way; almost nobody spots it when it is dressed as a multiplication.

The addition charges a borrower in years it could not reach. Educational illustration. One hypothetical path, drawn to expose the arithmetic and not to describe any borrower. WHAT CAN ACTUALLY HAPPEN ALONG ONE PATH year 1 paying year 2 stops paying here year 3 cannot fail again year 4 cannot fail again year 5 cannot fail again WHAT ADDING THE RATE FIVE TIMES CHARGES ANYWAY 3.6667 3.6667 3.6667 3.6667 3.6667 these three are charged to a borrower that has already stopped paying Three of those five charges have nobody left to apply to at all. That is exactly the amount by which the added total comes out too large. Palash Cements Limited is invented. No default has occurred anywhere and none is being predicted.
Once a borrower has stopped paying in the second year the remaining three years cannot produce another failure, yet repeated addition levies its charge on all three of them anyway.
Step six, the size of the overstatement, computed rather than asserted
$$ G(t) = p_{d} \times t - \left[ 1 - (1 - p_{d})^{t} \right] $$
G(t)the overstatement, in percentage points, at t years
pd × tthe annual rate added t times, the reading being warned against
tthe number of years, one to five here, since no longer bond exists on this platform
What it says in wordsThe overstatement at any number of years is the annual rate added that many times, less the accumulated chance that compounding survival actually produces, and it is zero only when a single year is being looked at.

Compute that at every year and the gap does not sit still. The gap runs 0.0000 percentage points at one year, then 0.1344, then 0.3984, then 0.7871, and 1.2960 at five years. The gap widens at every single step, so the same habit applied to a longer bond produces a larger error rather than the same one. That is what makes the mistake structural rather than a rounding annoyance: it is not a fixed slip that can be learned and allowed for, it is a slip that grows with exactly the quantity being measured.

The straight line pulls away from the compounded path, a little more every year. Holding the implied annual rate at 3.6667 per cent a year in each year is an assumption of this guide. 0 5 10 15 20 per cent compounded: 17.037288 per cent at five years added five times: 18.3333 per cent at five years 0 1 2 3 4 5 years the annual rate is applied over At this scale the two paths sit close together, so the difference between them is drawn on its own below. THE OVERSTATEMENT ON ITS OWN, IN PERCENTAGE POINTS 0.0 0.5 1.0 0.0000 0.1344 0.3984 0.7871 1.2960 1 year 2 years 3 years 4 years 5 years At one year the two readings agree exactly, which is why the first bar has no height. Educational illustration.
The two paths part company so gradually that the upper chart hides the effect, and plotting their difference on its own shows a quantity that grows at every step instead of settling anywhere.
Try it out

Why does adding the annual rate five times overstate the accumulated chance?

Try it out

The overstatement is 1.2960 percentage points at five years. What happens to it on a longer bond?

Play with it

Add the years one at a time. Watch the two readings separate.

One control, and it is the number of years the implied annual default rate is applied over. Everything else is held perfectly still: the same 220 basis point spread, the same assumed recovery of 40 per cent of the amount owed, the same implied rate of 3.6667 per cent a year. The solid path compounds survival and subtracts. The dashed path simply adds the annual rate once for each year. The bar on the right is the distance between them.

The control stops at five years. Palash Cements Limited has exactly one bond on this platform and it runs five years, so carrying the control further would apply a rate to a maturity the bond never reaches.

Compounded survival against repeated addition. Educational illustration. Palash Cements Limited and the SPOT curve are invented. Annual compounding. 0 5 10 15 20 per cent COMPOUNDED, SOLID 17.037288 per cent ADDED, DASHED 18.3333 per cent 0 1 2 3 4 5 years the annual rate is applied over 0.0 0.5 1.0 1.2960 the gap, points Assumption one: the implied rate of 3.6667 per cent a year comes from a price under an ASSUMED 40 per cent recovery. Assumption two: holding that rate constant in every year is an assumption, and nothing here supports it. Palash Cements Limited is invented and holds no rating. The SPOT curve is invented. Annual compounding throughout. Nothing on this drawing is a forecast, and no default has been observed or counted anywhere.
Years applied
5
Survival share
82.962712
Accumulated chance
17.037288
Added five times
18.3333
Overstatement
1.2960

Over 5 years, an implied annual default rate of 3.6667 per cent a year compounds to an accumulated default chance of 17.037288 per cent, while adding the same rate 5 times gives 18.3333 per cent, an overstatement of 1.2960 percentage points.

The worked position in plain text, so it survives with the drawing stripped out. Palash Cements Limited, invented, five year bond, 9.10 per cent annual coupon on Rs 1,000.00/- of face, annual compounding, against a five year government SPOT rate of 6.90 per cent a year. Spread 2.20 percentage points, or 220 basis points. At an ASSUMED recovery of 40 per cent of the amount owed the loss given default is 0.60, and 2.20 over 0.60 is 3.6667 per cent a year. One year survival 96.3333 per cent. Five year survival 82.962712 per cent. Accumulated five year default chance 17.037288 per cent. Added five times, 18.3333 per cent, an overstatement of 1.2960 percentage points. The accumulated chance year by year reads 3.666667, 7.198889, 10.601596, 13.879538 and 17.037288 per cent, and the overstatement year by year reads 0.0000, 0.1344, 0.3984, 0.7871 and 1.2960 percentage points. A holding of Rs 10,00,00,000/- would carry that same arithmetic on its own exposure.

How does anybody actually use a picture with one mark on it?

A lending desk uses it as a checklist of what it does not yet know. Faced with a request from a borrower it has one price for, the desk writes the mark down at the maturity it belongs to, and then writes down the maturities it has no mark at. The list of empty maturities is the real output. The empty list tells the desk which questions to ask, which comparable prices to hunt for and which parts of its own proposed terms rest on nothing. A chart with one mark is not a failed chart; it is an inventory of the evidence a decision would need and does not have.

An analyst reading somebody else's chart uses it to check for a line that was drawn rather than observed. Two marks and a joining line are a segment; twenty marks and a smooth line are a fitted shape, and the fitting always smooths something away. The question an analyst learns to ask of any credit curve is the plain one: how many of these marks came from a price somebody actually dealt at, and how many were filled in between them. The answer decides what the shape may be used for.

A household holding a corporate deposit or bond has the plainest use of the three, and it needs none of the arithmetic above. Where somebody offers a rate for five years and quotes a rate for the same borrower over ten, the question is whether that ten year number came from a real ten year instrument or from a line drawn out of a five year one. The multiplied version is always the larger of the two and always flatters nobody. So where somebody supplies an accumulated chance of failing over a long stretch, the question is whether it was compounded or merely multiplied out.

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How honest is the number the accumulation was built on?

Three limits sit on the implied annual default rate of 3.6667 per cent a year, and every one of them travels wherever that figure travels. A limit kept in a note is a limit somebody will quote around.

First, the 40 per cent recovery is an assumption and nothing anywhere on this platform supports it. No recovery study was read to produce it. Watch what happens when the price is held perfectly still and only the assumption is moved.

Assumed recovery, of the amount owedLoss given defaultSpread held stillImplied default rate, per cent a year
30 per cent0.702.20 points3.1429
40 per cent0.602.20 points3.6667
50 per cent0.502.20 points4.4000
70 per cent0.302.20 points7.3333

Same price, four answers, and no price moved by so much as a paisa between the rows. The assumption is doing that much of the work, and it follows that the accumulation built on top of it moves too. Every accumulated figure in this guide is the accumulation of the middle row and of nothing else.

Second, the whole spread has been treated as compensation for credit, and in a real market some part of a spread pays for the difficulty of selling a bond at the moment a holder wants to sell. Every basis point of that read as credit makes the implied default rate too high. Split 0.40 percentage points off the 2.20 and treat them as the price of something that is not default: 1.80 points of credit remain, and 1.80 divided by 0.60 gives 3.0000 per cent a year rather than 3.6667. There is no way on this platform to separate the two, and saying so is better than working around it. The error runs one way only. The entire spread was divided as though every basis point of it were credit, so the answer can only come out too high.

The two limits stack rather than cancel. Change the recovery assumption and the answer moves; carve a slice off the spread and it moves again; do both and it moves twice. The accumulated five year figure inherits every one of those movements, and stands as a consequence of two stated assumptions rather than as a property of a company.

Third, an impliedSolved backwards out of a price under a stated assumption, rather than counted from what has happened or projected forward into what will. default rate is what the price says. It is not a forecast and it is not a measured frequency of anything. Nobody counted defaults to produce 3.67 per cent a year. The rate was solved backwards out of one spread and one assumption, and a reader who carries it away as the probability that Palash Cements Limited fails has misread the arithmetic that produced it.

The error that gets made, and what it costs

A reader reaches the implied annual rate correctly, writes 3.6667 per cent a year in a margin, sees that the bond runs five years, and multiplies. The working line reads 3.6667 times 5 equals 18.3333 per cent, with the words over five years written underneath it and a tick beside it. The multiplication is the natural move. Anybody holding a rate a year and a maturity reaches for it.

Two things go wrong and only the first is arithmetic. The arithmetic cost is 18.3333 per cent against a compounded 17.037288 per cent, an overstatement of 1.2960 percentage points at five years, and the error grows with maturity rather than staying put, so the same habit on a longer bond is wronger rather than equally wrong. The second cost is quieter and larger. The multiplication assumes a borrower can fail twice, and that is a claim about the world nobody would sign if it were written out in a sentence instead of hidden inside an operator.

There is a third way the same working goes wrong, and it is worth naming because it survives even when the compounding is done properly. A reader who writes 17.037288 per cent beside a company name has produced something that reads as a finding about that company. It is not. The figure is what one price implies under one recovery assumption, held constant across five years, with the entire spread treated as credit. Strip any one of those away and the figure changes.

The repair is one line. Survival is the quantity that multiplies, so compound the survival and subtract, and write the assumptions in the same sentence as the answer or do not write the answer.

Value at Risk and What It Hides teaches you to compute value at risk three ways, interpret the figure, and say precisely what it refuses to describe.

What may a reader honestly say about the empty axes?

Nothing, and the carefulness is the teaching rather than an apology for it.

There is no bond for this borrower at any maturity other than five years, so there is no second mark. A single mark admits a line through it running in any direction at all, and drawing one would be publishing an opinion and calling it a curve. The list of what a reader may take away instead is longer than it first looks, and it is worth stating precisely.

The axes can be taken away: what a credit curve puts on each one and why that differs from what a government yield curve puts there. The single mark and the subtraction that produced it can be taken: 9.10 less 6.90 gives 2.20 percentage points, or 220 basis points, at five years. The three readings a shape would carry if a shape existed can be taken, held firmly in the conditional. And the accumulation arithmetic can be taken whole. One mark is all it needs, and it would work identically on any other borrower whose price was available.

The emptiness of these axes is the finding. A record that contains one issuer at one maturity supports exactly one mark, and the discipline that stops a writer filling in the rest is the same discipline that stops an analyst filling in a curve between two prices somebody actually dealt at. The habit is identical; only the scale differs.

Try it out

What is the strongest statement anybody can make about the spread on this issuer at ten years?

India

Where the rules on all of this actually live

No rule set enters any arithmetic step above except the compounding convention, and a price cannot be reproduced without that one, so it is stated inside the arithmetic itself. Each rule listed below is set by an authority and revised by that authority.

  • The valuation norm that decides the price at which a credit holding is carried. The Reserve Bank of India, rbi.org.in.
  • What an issuer of corporate debt must disclose, and to whom. SEBI, sebi.gov.in.
  • How a benchmark government yield curve is constructed and published. The Reserve Bank of India, rbi.org.in.
  • The day count convention a yield calculation must use. The Reserve Bank of India, rbi.org.in.
  • The compounding convention a published yield is stated on. The Reserve Bank of India, rbi.org.in.
  • The manner in which a corporate bond is quoted and dealt in, and by whom. SEBI, sebi.gov.in.
  • The process by which an unpaid claim is resolved, and in what order claims are met. The insolvency authority, ibbi.gov.in.
  • The accounting basis on which an expected credit loss is measured and reported. The Institute of Chartered Accountants of India, icai.org.
How a spread is computed, and which of the three measures it is computed on, are covered separately in this sequence; the single mark plotted here is a G-spread. What a term structure is, and what a government yield curve looks like, are covered before this sequence. What a FORWARD rate is and how one is derived are also covered separately, as are what a credit rating claims and what an upgrade, a downgrade, an outlook or a watch each change.

References

SourceNamed forWhere
The Reserve Bank of IndiaHow a benchmark government yield curve is constructed and published, the day count convention a yield calculation must use, the compounding convention a published yield is stated on, and the valuation norm that decides the carrying price of a credit holdingrbi.org.in
SEBIWhat an issuer of corporate debt must disclose and to whom, the manner in which a corporate bond is quoted and dealt in and by whom, and the scale a credit assessment is expressed onsebi.gov.in
The insolvency authorityThe process by which an unpaid claim is resolved and the order in which claims are metibbi.gov.in
The Institute of Chartered Accountants of IndiaThe accounting basis on which an expected credit loss is measured and reportedicai.org

Palash Cements Limited is invented.
Educational material. Not advice on any investment, tax, budget or market position.

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