Fin Maverick
Foundations VocabularyAccounting & ReportingEconomics & MacroQuant Methods & ProgrammingBusiness & Company AnalysisCorporate Finance & ValuationBehavioural Finance
Banking & Market InfrastructureFixed Income & RatesDerivatives & Structured ProductsPublic EquitiesTransactions & DealsPortfolio ConstructionFunds & AMCs
Private Markets & AlternativesRisk, Treasury & ControlAI & Digital FinanceStochastic Calculus & PricingWealth & Personal FinanceIndian Markets & RegulationProfessional Practice
CalculatorComparison
Frameworks
Explore Bootcamps
Equity ResearchPortfolio ManagementMutual Fund MasteryFinancial LiteracyInvestment Banking Analyst
Private Equity AnalystHedge Funds AnalystBreaking Into VCBreaking Into QuantsAI For Finance
Financial Analyst ProgramRisk Management ProgramPrivate Wealth ManagementDebt Capital MarketsDerivatives Foundation
Explore Internships
Equity Research InternMutual Fund Intern
Portfolio Management InternFinancial Literacy Intern
Explore Micro Courses

Equity Research6

Writing an Investment ThesisBuilding a Discounted Cash FlowReading an Annual Report FastReading a Sector Before a CompanySpotting Quality of Earnings Red FlagsBuilding a Revenue Forecast From Drivers

Portfolio Management3

Rebalancing: When, Why and What It CostsStrategic and Tactical Asset AllocationMeasuring Risk in a Portfolio

Mutual Fund Mastery3

Comparing Funds Without Being FooledHow a NAV Is Struck and Which Day You GetReading a Fund Factsheet Properly

Derivatives Unlocked4

Hedging a Real ExposureThe Greeks, PracticallyFutures, the Basis and What Moves ItReading an Option Payoff

AI For Finance2

Retrieval and Grounding for FinanceDocument Extraction in Finance

Breaking Into Quants4

Backtesting a StrategyHypothesis TestingCleaning Financial DataRegression for Finance

Breaking Into VC3

Sizing a MarketReading a Term Sheet as a FounderHow a Venture Round Actually Works

Financial Analyst Program4

Common Size and Trend AnalysisReading a Cash Flow StatementRatio Analysis That Says SomethingBuilding a Working Capital Schedule

Risk Management Program2

Credit Exposure and How It Is ReducedValue at Risk and What It Hides

Investment Banking Analyst3

Precedent Transactions and Why They DifferReading a Term Sheet StructurallyBuilding a Comparable Companies Table

Private Wealth Management3

Tax Aware Portfolio DecisionsBuilding a Client Risk ProfileGoal Based Planning Arithmetic

Debt Capital Markets3

Analysing an Issuer's CreditDuration and What It Does Not Tell YouBond Pricing and Yield Mechanics

Private Equity Analyst2

Fund Waterfalls and CarryThe LBO in Structure

Hedge Funds Analyst2

Short Selling MechanicsLong Short Mechanics
Courses
Explore Career Roadmaps
Investment Banking AnalystEquity Research AnalystVC AnalystPrivate Equity AnalystHedge Funds Analyst
Quant AnalystAI For FinanceFinancial Analyst ProgramPrivate Wealth ManagementDebt Capital Markets
Risk Management ProgramDerivatives FoundationPortfolio ManagementMutual Fund Mastery
PartnershipsShowdown
Log inSign up
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…

How to Write a Fixed Income Note a Reader Can Check

Eight parts, in one order. The claim comes first and complete, with its conditions in the same paragraph. Then the figures, each carrying its base, its period and its unit. Then every assumption named where it is used, every missing figure printed as a labelled blank, one sentence naming what would overturn the claim, the limits, and a full stop.

A note is read once, in one direction, by somebody who very often stops after the opening paragraph. One reading in one direction settles the order of everything in it. The single pass also stops the order of a note from matching the order in which the work was done. The writer arrives at the claim last, after the arithmetic and the arguing, and the reader has to be handed it first.

Work runs in one order. The note runs in another, and the note is the one the reader sees. THE ORDER THE WORK HAPPENED IN Read the accounts and the terms Work the coverage reading Work the spread and the triangle Notice which figures are missing Argue it out with a colleague Settle what the analyst actually thinks Write down the conditions Write the opening paragraph THE ORDER THE NOTE IS PRINTED IN 1Claim, with its conditions 2The figures, each labelled 3Assumptions, at each use 4Blanks, with reasons 5What would overturn it 6The limits 7Disclosures, kept elsewhere 8The stop the sentence written last is the sentence printed first
The last thing a writer settles is the first thing a reader is handed, so the printed order of a note runs against the order in which its work was actually done.

The eight parts, in order

  1. The claim, complete, in one sentenceIt has to survive being lifted out and read alone. Not the background, not the method, not what the borrower makes for a living.
    Cover everything below it and read it. If it needs the heading to make sense, it is not the claim yet.
  2. The conditions, in the same paragraphTwo or three things that would have to be true for the claim to hold, written as part of the same thought rather than gathered up at the foot.
    Read the opening paragraph on its own. Does it still say what has to be true?
  3. The figures, each carrying four labelsThe base it is struck on, the length of time it covers, the unit it is in, and the word saying which object it is.
    A reader handed the note and a calculator must land on the same number without asking a single question.
  4. The assumptions, named where they are usedIn the sentence that leans on them, every time, rather than collected once in a schedule at the back.
    Find each figure that came out of an assumption. Is the assumption within a line of it?
  5. The missing figures, printed as blanksIn the place the figure would have gone, with the reason for its absence sitting inside the blank.
    The questions the note cannot answer are worth counting, and each one has to be visible in the note itself.
  6. One sentence saying what would overturn the claimA specific observation, named before anybody asks for it, that would make the writer write the note differently.
    Could a reader watch for it? A sentence nobody can watch is not this sentence.
  7. The limits, and only then the disclosuresWhat the work rests on and how thin that is, followed by the block whose wording belongs to somebody else.
    Is the disclosure block present, labelled, and empty rather than filled from memory?
  8. The stopThe note ends. It says on its face that it is ending, and it names nothing anybody should go and do.
    Is the last sentence an ending, or is it an instruction wearing an ending?
Try it out

A reader opens the note and stops after the first sentence. What must that single sentence already have handed them?

What goes first in a note, and why nothing else may?

A neighbour messages the residents about the overhead tank. If the message opens with the year the building went up and the name of the contractor, it gets scrolled past. If it opens with the words the tank is leaking into the stairwell, somebody puts their shoes on. Neither message is untrue and both contain the same facts. Only one of them works on a person who is going to read a single line.

A fixed income note opens with the thing it was written to say, complete, in one sentence that survives being lifted out and quoted on its own. Not the background. Not the method. Not a paragraph on the borrower's line of business, however interesting that is and however much of the writer's week it consumed. The reader who stops after that sentence must not be left holding something misleading, and the reader who never returns must still have the point.

There is a mechanical test for it, and it takes four seconds. The test is to cover everything below the opening sentence and read what is left. If it needs the heading to make sense, it is not the claim yet. If it needs the next paragraph, it is not the claim yet. If a colleague could paste it into a message with no surrounding text and it would still mean the same thing, the claim is there.

The practice of putting the claim ahead of everything that supports it is usually named for Barbara Minto, and the name travels with it because she is the one who set it out as a discipline rather than a preference. The rest is ordinary professional care, and it belongs to nobody.

Difficulty with this rule has nothing to do with subtlety. The writer discovers the claim last. The writer reads the terms, works the arithmetic, notices what is absent, argues with somebody, and only then knows what to think. Writing in that order is natural, and it produces a note whose point arrives on the third printed side, by which time it is arriving to nobody.

Debt Capital Markets Bootcamp — Fin Maverick

Where do the conditions of the claim go?

A caterer quotes a figure for the wedding. The figure holds at three hundred guests, on a weekday, with the pandal already up. If the figure sits in the first line and the three conditions sit on the last sheet of the quotation, the family will remember the figure and forget all three, and so will everyone they repeat it to. The caterer has not lied. The caterer has simply put the number where it travels and the caveatA warning fixed to a statement, marking where the statement stops being reliable. where it does not.

A claim in fixed income research is almost never unconditional. Conditionality is not a weakness in the subject and it is not a hedge. An honest reading of a price looks exactly like that. The conditions belong inside the same paragraph as the claim, written as what would have to be true. Claim and conditions are then one thought, and they travel as one thought.

The reason is not thoroughness and it is not politeness to the reader. The opening paragraph is the part of a note that gets quoted. The quoted words travel into a message, into a summary, into somebody else's slide. Everything below it stays where it was put. A note that states a claim on its first printed side and its conditions on the fourth has written a strong first paragraph and a weak document, and the difference will only show up later, in somebody else's mouth.

Two or three conditions is the usual shape, and each one is a qualifierA word or phrase that narrows a statement, so it claims less than the bare sentence would have claimed. doing real work rather than a piece of protective wording. The test is whether removing it changes what the claim says. If it does not, it is padding and it is costing the reader's attention. If it does, it has to sit exactly where the claim sits.

The same claim, the same conditions, two different documents. TOGETHER, IN ONE PARAGRAPH Claim: the spread reads as payment for credit, and it holds only if the recovery assumed here is near right. this whole box is what gets quoted onward then the figures, the blanks, the limits and the stop, in that order the conditions travel with the claim SPLIT, FOUR PAGES APART Claim: the spread reads as payment for credit. pages of support, tables, workings Page four: it holds only if the recovery assumed is near right. the claim travels on its own The opening paragraph is what gets quoted, so a condition parked on page four never travels with it.
Nothing is missing from the document on the right, and that is what makes the fault so durable: the conditions are present, correct, and four pages away from the sentence they qualify.
Try it out

A note states its claim in the first paragraph and gathers its conditions on the last page. Every condition is correct and none is missing. What has gone wrong?

What must every figure in the note carry with it?

Four labels and one test, applied to every number without exception, including the ones inside tables and the ones inside captions. The four labels are cheap and mechanical. The test is the one that catches what the labels miss.

What travels with the figureWhat it stops the reader doingOn the specimen note
The base it is struck onReading a ratio against the wrong bottom halfinterest expense for the year
The length of time it coversComparing half a year against a full onethe year, said on both halves
The unitReading a number of times as a percentagetimes, and percentage points
The word naming which object it isMerging two things that share a numbergross, SPOT, MODIFIED
And the test: reproducible from the other figures in the noteConcluding that the arithmetic error is theirsevery figure below, both ways

The fourth label is the first casualty of a tired afternoon, and it deserves a paragraph of its own. A rate on this platform always says SPOT or says FORWARD, and the reason is that a one year rate one year FORWARD and a three year SPOT rate can sit a handful of basis points apart while being entirely different objects. A duration always says MACAULAY or says MODIFIED. The two differ by a factor, and a note that mixes them is out by exactly that factor. A coverage reading always says gross or says net. None of these words is decoration; each one is the difference between a figure a reader can place and a figure a reader has to guess at.

Now the test. Being rerunnable is a separate requirement from being right, and it is the one almost never checked. Every figure in the note must be reachable from the other figures in the note. Somebody who has never met the borrower, holding the note and a calculator, must be able to walk from the inputs to the answer without putting a single question to the writer. If they cannot, the note has a defect in it whether or not the answer is correct, and the defect will be found by somebody a good deal less friendly than the reader the writer imagined.

The failure has another side to it. A reader recomputes, lands somewhere else, and does not write to the analyst. The reader assumes the misunderstanding is theirs, loses a little confidence in their own arithmetic, and quietly stops recomputing anything from that desk. The writer never hears about it. The silence is the cost, and it compounds.

One figure, written so that it can be placed and then rerun. Gross interest coverage for the year reads 3.4000 times: Rs 154.70 crore of earnings before interest and tax set against Rs 45.50 crore of interest expense over that same year, with interest received left where it was. THE BASE what the ratio is struck on THE PERIOD the length of time, said on both halves THE UNIT times, and never per cent THE OBJECT gross, and not the netted reading AND THE TEST, which the four labels do not cover: a reader holding only this note and a calculator reaches 3.4000 times without putting a single question to the writer. Correct is one requirement and rerunnable is a second, and a tired writer drops the second without noticing.
Four labels place a figure and a fifth requirement lets a stranger rerun it, which is why a note can be entirely correct and still defective.
Try it out

Every figure in a note is correct. A reader who recomputes from the inputs printed in the same note lands on a different answer. Is the note fine?

There is a smaller version of the same fault, and it hides inside a rounding. The specimen below prints 3.67 per cent as its implied yearly rate of default. Run the arithmetic backwards on the unrounded 3.666667 per cent and it returns 2.20 percentage points exactly. Run it backwards on the printed 3.67 per cent, against the same 60 per cent severityThe part of what is owed that stays lost after a failure to pay. Whatever recovery somebody has assumed, this is the rest of it., and it returns 2.2020 percentage points. The gap is 0.20 of a basis point from where it started. Nothing is wrong with either the input or the output. The mistake is treating a display figure as though it were an input.

Try it out

A checking reader multiplies the printed 3.67 per cent by the 60 per cent severity and gets 2.2020 percentage points against a spread of 2.20. What has that shown?

Try it out

An assumption is stated once, clearly, unambiguously, in a schedule at the back of the note. Is that enough?

Risk Management Program Bootcamp — Fin Maverick

Where does an assumption get named, and why not in a list at the end?

A tailor tells a customer the shirt will be ready on Friday. The tailor has not said that Friday depends on the cloth arriving from the wholesaler on Tuesday. The customer does not hear a conditional. The customer hears Friday, plans around Friday, and when Friday does not happen feels misled by somebody who was, in their own mind, being perfectly clear.

An assumption is named in the sentence that leans on it, every time that sentence appears, and not once in a schedule the reader will not reach. The reason is not thoroughness, and it is not a matter of covering yourself. A figure produced by an assumption starts reading as a measurement the moment the assumption is more than a line away from it. The gap does the damage, not the omission.

The person who actually quotes a figure is moving quickly, working off the paragraph in front of them and reading no further. The material has been reliable before. Such a reader is precisely the one least likely to turn to the back and check what the figure rested on. Pushing the assumption into an appendixA section pushed to the back of a document to hold supporting material. Readers reach it last, when they reach it at all. arranges for the one person who most needs the qualifier to be the one person who will not see it.

Written properly, the assumption and the figure share a single sentence. Recovery is ASSUMED here at 40 per cent, severity therefore stands at 60 per cent, and 220 basis points of spread carried across that severity point to 3.67 per cent a year, implied. Every clause there is carrying weight. The word assumed is doing as much work as the arithmetic. Move it to the back and the sentence still contains 3.67 per cent, but the 3.67 per cent has quietly changed what it appears to be.

Notice also the word implied, welded to the rate wherever the rate goes. An implied rate reports where a price sits, given an assumption somebody chose. No forecast is being made. Nothing is being counted either, least of all how often issuers have actually failed. Strip the word away and a reader takes the number for a measured frequency. A measured frequency is a far stronger claim than any note on this platform is entitled to make.

The same 3.67 per cent, moved eight pages, and read as a different kind of thing. ASSUMPTION IN THE SAME SENTENCE Recovery is ASSUMED at 40 per cent here. Severity is therefore 60 per cent, and 3.67 per cent a year comes out of it. READS AS CONDITIONAL the reader knows what to argue with ASSUMPTION MOVED TO THE BACK 220 basis points across the severity give 3.67 per cent a year. page nine, note 4: recovery assumed at 40 per cent READS AS MEASURED the reader has nothing to argue with Neither panel is wrong and both carry the same figure, so no checker on earth separates them.
Distance alone changes how a figure reads, which is why an assumption parked in a schedule turns the number it produced into something a reader treats as observed.
Portfolio Management Bootcamp — Fin Maverick

How is a missing figure written into a note?

A rent agreement leaves the electricity meter reading blank, with the words to be read on the day of handover written across the space. Nobody is confused by that blank. Everybody knows exactly which fact is outstanding and when it will land. The same agreement with the meter line simply left out passes unnoticed, and a reader who did notice it would assume somebody had checked the point and found nothing worth saying.

A missing figure goes into the note in the place the figure would have occupied, printed as a blank, with the reason for its absence sitting inside the blank, in the same size type as everything around it. Three practices sit around that blank. All three are real, all three get reached for at four in the afternoon, and none of them is the note.

A labelled blank is not an omission. An omission is invisible, and invisible is worse than absent. The reader fills the gap with the assumption that the writer considered the point and found it unremarkable. Nor is it a figure borrowed from something similar. Borrowed figures cannot be told apart from measurements once the note is a fortnight old, and by then it is being quoted. And it is not a phrase such as broadly in line. Such a phrase is a filled blank wearing words: it occupies the space, it survives review, and it carries no information at all.

The specimen note further down has three places where a reader would reasonably expect a figure and where nothing on this platform can supply one. All three are printed as labelled blanks. The first is what the instrument would fetch if somebody sold it, and no trade is observed anywhere in this material. The second is how often issuers of this kind have failed, and no history of failures is held anywhere in it. The third is what any other issuer pays for this maturity, and a single issuer stands alone with nothing to be set beside it. Three blanks, three different reasons, and a reader who now knows precisely which questions the note cannot answer.

The last of the three is worth holding on to. A blank written to that standard is not an apology and it is not a gap in the work. The blank carries information of its own. A reader learns exactly where the edge of the evidence sits, and most notes never manage to say that at all.

Three questions the note cannot answer, written two ways. PRINTED AS A BLANK, WITH ITS REASON What the instrument would fetch if sold blank: nothing here observes a trade How often issuers of this kind have failed blank: no failure history is held here What another issuer pays for this maturity blank: this material carries one issuer the reader can see the edge of the evidence SIMPLY LEFT OUT What the instrument would fetch if sold How often issuers of this kind have failed What another issuer pays for this maturity read as: considered, and found unremarkable A blank with its reason inside says which question the note cannot answer; a gap says nothing at all.
Three labelled blanks hand a reader the shape of the evidence, where three quiet deletions hand them a false impression that every question was considered.
Try it out

A figure that would normally be printed is unavailable. The line can be left out, filled with broadly in line, or printed as a blank with the reason inside it. Which one is the note?

Try it out

The sentence naming what would change the writer's mind is the one now due. What happens to a note that never gets that sentence?

What does the note say about what would change the writer's mind?

One sentence. Written before anybody asks for it, naming the observation that would make the writer revise the claim. The sentence is the cheapest in the note to write and the one most often missing. Its absence is the clearest signal available that the reader is holding advocacyWriting meant to bring a reader round to a position, rather than to put them in a position to test it. rather than research.

The sentence has to be specific enough that somebody could actually watch for it. Conditions could deteriorate is not the sentence. The phrase names nothing, it can be satisfied by anything, and a year later nobody can say whether it happened. The sentence needs an observation with a number attached and a base attached. A reader can then put it on a list and check it.

On the specimen note the sentence names a level on the coverage reading. Gross interest coverage stands at 3.4000 times for the year, struck on earnings before interest and tax of Rs 154.70 crore over interest expense of Rs 45.50 crore. The note declares a watch level of 3.0000 times, computed on that same base over that same length of time. Below it, the claim above no longer holds and has to be rewritten.

A level in times is hard for anybody to keep an eye on, so the watch level reads more easily in rupees. Interest expense of Rs 45.50 crore multiplied by 3.0000 times is Rs 136.50 crore, so the watch level is reached when earnings fall from Rs 154.70 crore to Rs 136.50 crore. The fall is Rs 18.20 crore. Set against the earnings themselves it is one rupee in every eight and a half. Nothing lucky happened there. Dividing 3.4000 by 0.4000 gives the same 8.5. The interest expense drops out of both halves of the ratio.

The watch level of 3.0000 times is declared in this guide for the specimen and is not observed anywhere and not required by anybody. The level was chosen to be round, visible and below the reading. Where the level sits matters less than that it sits somewhere a reader can point at, with its base and its length of time matching, exactly, those of the figure it is watching. A level computed on a different base is not a watch level; it is a second figure pretending to be one.

The revision condition, drawn: the reading, and the level that would break the claim. 2.6000 times 3.2000 times 3.8000 times the reading, 3.4000 times the watch level, 3.0000 times Rs 18.20 crore of earnings Earnings of Rs 154.70 crore falling by Rs 18.20 crore takes gross coverage from 3.4000 to 3.0000 times.
Put a watch level on the identical base over the identical year and a vague worry becomes a distance of Rs 18.20 crore that anybody can keep an eye on.
Financial Analyst Program Bootcamp — Fin Maverick

Where does the note stop, and what is deliberately not in it?

A plumber looks at the inlet line, tells the householder the joint is corroded, tells them what it will cost to replace, and tells them the estimate assumes the wall does not have to come down. Then the plumber stops. The plumber does not say which brand of tap to buy. A plumber who did would be thought slightly less of. The brand was not what was asked and not what the plumber examined.

The note stops once it has given the claim, the conditions, the figures, the assumptions, the blanks, the revision condition and the limits, and it says on its own face that it is stopping. Four things stay out. An instruction to do anything. A target for any price. An adjective standing in where an argument should have been. And any requirement set by an authority, written from memory.

The fourth is the quiet danger. Writing a requirement from memory does not feel like a risk while it is being done. A disclosure duty or a conflict rule feels like something a professional simply knows, in the way anybody knows their own address. A rule of that kind also arrives in a note as boilerplateStandard wording carried into every document unchanged, so that after a while nobody rereads it, including the person who put it there., copied forward from the last note, and that one was copied forward from the one before. The disclosures a published view must carry, who counts as conflicted, who is permitted to publish and which records must be kept are all set and revised by somebody else. Write one of them down from memory and the sentence is not merely dated when it changes; it is wrong, sitting inside a document somebody is relying on.

The move is the same every time, and it takes one line. Name the item. Name who keeps it. Leave the space empty. A labelled empty space with an address beside it serves a reader better than a confident line copied out of somebody's recollection. The empty space also cannot go stale. The confident line will.

Whether any given sentence belongs at all comes down to one question with three answers rather than two. Can a reader check it without asking the writer? If yes, it goes in as a fact with its source beside it. If no, it goes in as an assumption with the word attached. And if the sentence tells the reader to go and do something, it does not go in at all. Instructions belong to a different kind of document.

Every sentence proposed for the note meets the same question on the way in. A sentence proposed for the note Can a reader check it without asking the writer? YES, THEY CAN CHECK IT goes in as a fact, with the source named in the same sentence NO, THEY CANNOT goes in as an assumption, with the word attached to it IT TELLS THEM TO ACT does not go in at all, here or in any note on this platform Three ends, not two. The third is the branch that keeps a note from quietly turning into a pitch.
A sentence a reader can verify enters as a fact with its source, one they cannot enters as an assumption with the word attached, and one that instructs them does not enter.
India

The block the specimen carries, labelled and empty

Part seven leaves a panel in the note where the disclosures go. The panel below is that one, reproduced at full size, with every line left as it must be left. A blank line here is not laziness. Leaving it blank is the only honest way to render wording that is set and revised by the Securities and Exchange Board of India (SEBI), the authority that keeps it.

Disclosures
Who wrote this, and who paid for it  left blank · kept by SEBI at sebi.gov.in
What the writer holds in what the writer has written about  left blank · kept by SEBI at sebi.gov.in
What the writer's firm holds in the same  left blank · kept by SEBI at sebi.gov.in
What counts as a conflict of interestA stake in the outcome held by the person doing the writing, of a kind that could pull the writing one way without anybody noticing., and what must then be done  left blank · kept by SEBI at sebi.gov.in
Who may publish research on a debt instrument, and on what terms  left blank · kept by SEBI at sebi.gov.in
Which records the publisher must keep, and for how long  left blank · kept by SEBI at sebi.gov.in
The scale an assessment is expressed on, and what each step of it means  left blank · kept by SEBI at sebi.gov.in
The valuation norm that settles a carrying price  left blank · kept by the Reserve Bank of India at rbi.org.in

Eight lines, eight blanks, two keepers. A line filled in from memory stops the note being merely dated the day the keeper revises it: it becomes wrong, inside a document somebody is relying on. Everything in the eight parts above is jurisdiction-free, and that is why this panel stands apart from them. A base put beside its ratio, and a length of time put beside its rate, are habits that travel to any market unchanged. Carried to another country, this panel grows rows while nothing above it moves a word.

Try it out

A writer adds one line to the note stating the disclosure requirement from memory, to spare the reader a search. What is the fault in that?

Bond Pricing and Yield Mechanics — free micro-course from Fin Maverick

What does the finished note look like when every part is present?

Here it is, whole, on the invented issuer, with each part marked in the margin. The specimen is deliberately short. A reader who has just been handed eight rules needs to see all eight in one object small enough to hold in the eye at once, and a long example would teach length instead of structure.

1 · The claim, with its conditions

Recovery is ASSUMED at 40 per cent here. On that assumption the 220 basis points this five year issue carries point at 3.67 per cent a year as the implied yearly rate of default. The reading stands only where the whole of that spread is payment for credit. Change the assumed recovery and the rate moves with it, so a recovery near right is the second thing that has to hold. And the third: an implied rate reports what a price points to, never what anybody expects to happen. Nobody is assessed in it.

2 · The figures, each labelled

At the five year government node the SPOT rate is entered here at 6.90 per cent a year, compounded annually. The coupon Palash Cements Limited writes into this issue is 9.10 per cent a year, on that identical clock. Subtract one from the other and 2.20 percentage points remain, or 220 basis points. Severity, at the recovery assumed above, is 60 per cent. Carry 2.20 percentage points across that 0.60 and 3.666667 per cent a year comes out, printed here as 3.67 per cent; carry the unrounded version back through 0.60 and 2.20 percentage points returns exactly. Gross interest coverage for the year reads 3.4000 times: Rs 154.70 crore of earnings before interest and tax set against Rs 45.50 crore of interest expense over that same year, with interest received left where it was.

3 · The assumption, named where it is used

Every figure above carrying the word implied rests on the assumed recovery of 40 per cent named beside it, and on nothing this note has observed. The interest expense is worked from borrowings of Rs 500 crore at the coupon of 9.10 per cent a year, and the earnings figure is declared by this material rather than measured at any borrower.

4 · The blanks, with their reasons inside
What this instrument would fetch if sold: blank, no trade being observed in this material.
How often issuers of this kind have failed: blank, no failure history being held in this material.
What another issuer pays for this maturity: blank, this material carrying one issuer.
5 · What would overturn the claim

Gross interest coverage falling below 3.0000 times, on the identical base over the identical year, would break the claim above, and this note would then be rewritten. So would any evidence that part of the 220 basis points is payment for something other than credit.

6 · The limits

One year of arithmetic, one assumed recovery, and not a single observed dealing anywhere in it. No second issuer stands beside this one, so the reading has nothing to be ranked against.

7 · Disclosures, present and empty
Who wrote this, and who paid for it: left blank, kept by SEBI at sebi.gov.in.
What the writer holds in it: left blank, kept by SEBI at sebi.gov.in.
What the writer's firm holds in it: left blank, kept by SEBI at sebi.gov.in.
What counts as a conflict here: left blank, kept by SEBI at sebi.gov.in.
Who may publish this at all: left blank, kept by SEBI at sebi.gov.in.
Which records are kept, and how long: left blank, kept by SEBI at sebi.gov.in.
The scale an assessment uses: left blank, kept by SEBI at sebi.gov.in.
The valuation norm behind a carrying price: left blank, kept by the Reserve Bank of India at rbi.org.in.
8 · The stop

The note stops here, and it names nothing for anybody to go and do.

Twenty nine lines, eight parts, and the shape of it is worth looking at on its own. Six of the eight parts are two or three lines each. The largest part is the one carrying no content at all, the disclosures block, and no accident of this specimen produced it. An empty block that is honestly labelled takes as much room as a full one and is worth having anyway.

The specimen note as one object: eight parts, 29 lines in all. 5 lines 6 lines 2 lines 3 lines 2 lines 2 lines 8 lines 1 line 1 Claim, with its conditions 2 The figures, each labelled 3 The assumption, at its use 4 Three blanks, with reasons 5 What would overturn it 6 The limits 7 Disclosures, all eight blank 8 The stop The tallest band in the note carries no content at all, and it is the one part nobody may write. Every other band is short on purpose, so the whole shape can be held in the eye at once.
Sized by the lines each part occupies, the note shows its own priorities, and the largest single block in it is the one whose contents belong to somebody else.

No slider appears below, and the reason sits in the subject rather than in the effort. The eight parts vary only in ORDER, and order does not arrive in amounts. A claim shifted from the opening paragraph to the fourth printed side has not moved 40 per cent of the way anywhere: a reader either holds the claim or does not. A control that stripped parts out of a note one at a time would put an animation on a checklist, and an animated checklist is decoration wearing the clothes of a model. The specimen note at the foot of this guide does the work a redraw would have done, and it survives being read out loud. No slider does. In its place there is a ninth question.

Try it out

Look back at the specimen. Which sentence closes it?

The note that is complete except for the part carrying its own weakness

The specimen above is worth reading again with one sentence deleted, the one naming what would overturn the claim. Everything else stays exactly where it was. The claim is there, the conditions are there, the figures carry their bases, the blanks carry their reasons, the limits are stated. Read cold, the note gives no sign that anything has gone.

The result is a document that cannot be wrong. Nothing in it can be set against anything that might happen, so no observation could ever show it to be mistaken. A note nobody can falsify feels stronger than one that names its own breaking point, and it is the exact opposite. A reader cannot act on it, a colleague cannot argue with it, and the writer cannot learn from having been wrong. Nothing in it ever specified what being wrong would look like.

Who does it: somebody running out of time. The revision sentence is always the last one written and therefore the first one cut, and nobody in the review chain misses a sentence that was never there. One fault sits beyond it, quieter still: figures that are every one of them right, not one of them reachable from the others, so a reader who recomputes lands elsewhere and treats the gap as a mistake of their own making.

The cost in both cases is the same and it is invisible from the inside. The note stops being something a reader can work with and becomes something they either accept or set down, and the writer never hears which.

A short note carries every part, including the one usually cut. See what remains.

Who actually reads a note this way, and what do they do with it?

An analyst at a lender opens an outside note on a borrower the bank already has money with. She is not reading it the way it was written. She reads the opening paragraph, and then she goes hunting for exactly two sentences. The first is the one naming what the figures assumed. The second is the one naming what would change the writer's mind. If she finds both, the note goes into the credit file as evidence and she watches for the thing it named. If the second is missing, the note goes into the file marked as somebody's view, and it stops carrying weight in any decision.

The sorting takes her under a minute, and it is done before she has read a single one of the tables. Everything the week was spent on sits below the line where the sorting happens.

The same reading habit belongs outside finance and is worth practising there, where the stakes are smaller and the shape is identical. A household getting three estimates for a roof repair should read each one for the same two things: what has this person assumed, and what would make them change the figure. The estimate that says the price holds if the beams are sound, and that a rotten beam would move it, is worth more than the one with the lower number and nothing else in it. One of them can be checked as the work proceeds. The other can only be believed or not.

There is one more use, and it is the private one. A revision sentence written honestly gives the writer something to check against later. Six months on, what was named can be looked at again to find out whether it was wrong. Nobody gets better at this any other way. A writer who never names a breaking point has arranged never to receive that information, and will keep writing the same note for years.

The figures inside the specimen note are built elsewhere. How a coverage reading is put together, and which base each version of it is struck on, is covered under coverage ratios. How a view on a spread is written so that it can be tested, and how limitations are set out at length, are covered separately as well; the specimen shows what those parts look like when they are present rather than how they are made. What any authority requires of a published view is set out by that authority. And house styleThe rules a particular publisher applies to its own documents: headings, lengths, spellings, the shape of a table. It varies from one publisher to the next., length and formatting are not taught here at all, because they belong to whoever is publishing and change from one desk to the next.

Where the unwritten parts are kept

Kept byWhat that keeper settlesAddress
SEBIEverything a published view has to state about its author, about who paid for it, and about what the author and the author's firm hold in itsebi.gov.in
SEBIWho is permitted to publish research on a debt instrument at all, on what terms, and which records the publisher then has to keepsebi.gov.in
SEBIThe steps of an assessment scale, and the meaning attached to each stepsebi.gov.in
Reserve Bank of IndiaGovernment securities and the money market, and the valuation norm deciding a carrying pricerbi.org.in
Reserve Bank of IndiaThe route to a measured series, covered separatelydbie.rbi.org.in
Barbara MintoThe practice of putting the claim ahead of everything that supports it, named here because the name travels with the practiceideas.repec.org routes any named work
This platformPalash Cements Limited, its five year issue, the government level at the five year node, and the declared coverage inputsbuilt here

The naming rules the specimen runs on

The objectThe word travelling with itWhat goes wrong without it
Any rateSPOT, or else FORWARDTwo of them can sit a handful of basis points apart while being unrelated objects
Any durationMACAULAY, or else MODIFIEDThe pair differ by a factor, so a mixed note is out by exactly that factor
A coverage readinggross, or else netOne of the two takes interest received off the charge and the other leaves it
A distance between ratespercentage points, or else basis pointsA hundred of the one make one of the other, and neither substitutes for the other

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

← PreviousNext →
Fin Maverick Micro CoursesExplore Micro Courses
Fin Maverick BootcampsExplore Bootcamps
Fin Maverick

Finance education that ends in a job, not a certificate that gathers dust. Built for young India.

LEARN
CalculatorsFrameworksComparisonsCareersShowdown
RESOURCES
All CoursesMicro CoursesBootcampsInternships
COMPANY
AboutJob openingPartnership
LEGAL
Privacy PolicyTerms & ConditionsContent LicenseReturn & Refund Policy
© 2026 FIN MAVERICK / BUILT FOR INDIA.DO FINANCE, DO NOT JUST READ ABOUT IT.