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
Public Equities & Securities Analysis
1Equity Research Fundamentals
Equity ResearchHow to write an…How to build an…SecuritiesCommon StockSecurity AnalysisEquity vs Debt SecurityEquity Research vs Security AnalysisThe ShareholderPreferred StockHow Market Price, Value…
2Equity Markets and Listings
The Public CompanyPublic vs Private CompanyHow Listing Changes a…BuybackBuyback vs Rights IssueFollow-On OfferingIPO vs Follow-on OfferingThe Primary MarketThe Secondary MarketBonus Issue vs Stock SplitHow to read an…How Corporate Actions Affect…
3Market Data and Liquidity
Market PriceFair Value vs Market PriceHow to Read Equity…How Liquidity Affects Equity…Volume, Delivery Volume and TurnoverMarket Capitalisation, Free Float…Market Capitalisation and Free FloatShare PricePrice Return and Total ReturnVolume Growth vs Price GrowthPrice Return vs Total ReturnHow to Analyse Share…Market DepthVolatility in Equity MarketsLiquidity vs VolatilityThe IndexTrading ActivityLarge, Mid and Small…
4Sector Research
Sector ResearchSecular GrowthSecular vs Cyclical GrowthCompetitive PositionSector DriversThe ThemeThematic ResearchTop-Down vs Bottom-Up ResearchSector vs Thematic ResearchHow to Research a Listed Company, in OrderHow to Update Research…
5Earnings Analysis
GuidanceHow to Read Management…The Revenue BuildConsensusDriver-Based ForecastingThe Forecast ModelGuidance, Forecast, Estimate and ResultThe Margin BuildHow to Read an…How to Find and…How Business Drivers Travel…
6Quality of Earnings
Quality of EarningsRevenue Growth vs Earnings GrowthRecurring vs Non-Recurring EarningsReading an Earnings Release,…How to Read an…One-Off ItemsAdjusted EBITDAReported vs Adjusted EarningsEBITDA vs Free Cash FlowDisclosure QualityEarnings Quality Checks You…Accounting Red Flags
7Valuation Application
The Target a Share…Implied ExpectationsUpsideDownsideThe MultipleThesis DisciplineDiscounted Cash Flow and MultiplesThesis Risk and Valuation RiskHow Valuation Ranges Inform…
8Research Thesis and Models
The Investment ThesisModel AssumptionsHow to build an…Thesis DriversFact vs ThesisCatalysts and the Expectation GapDisconfirming EvidenceTime HorizonVariant PerceptionRe-RatingScenario vs SensitivityConfidence vs CertaintyHow Estimate Revisions Can…
9Corporate Events
Corporate Events and ActionsCorporate Event vs Research CatalystMergers From a Research PerspectiveEvent RiskAcquisitions From a Research PerspectiveOrganic vs Acquisition-Led GrowthManagement ChangeCapital RaisesCorporate Action Adjustment
10Governance and Disclosure
Material DisclosureDisclosure vs DisclaimerInsider TransactionsPromoter HoldingGovernance SignalsBoard Independence vs Management…
11Research Discipline and Cases
Research CoverageResearch OutputResearch Note vs Research ReportHow to Run an…How Research Post-Mortems Improve…The Peer GroupPeer Group vs Coverage UniverseThe Recommendation in Sell-Side ResearchFact Checking ResearchFact vs Opinion in ResearchThe Quarterly ResultResearch Independence

Re-Rating: When the Multiple Moves Rather Than the Earnings

A re-rating is a change in the multiple applied to unchanged earnings, so the price moves although the business produced nothing different. The two changes multiply rather than add. The multiple alone takes off 9.8 per cent a year, so earnings compounding at 24.2 per cent a year beside a multiple sliding from 41.9689 times to 25 times over five years gives 12 per cent a year.

Two things sit underneath that. How a multiple gets put together out of a price and a profit line had its own treatment in the valuation work, and it is borrowed rather than reopened. The backward arithmetic that starts at a quoted price and reads out the growth hiding inside it came from the valuation application work, and it arrives already carrying its two reader assumptions. The machinery by which a multiple actually moves is a calendar of things that can prompt a revision elsewhere, set out under revision triggers. The movement itself pulls apart from the earnings movement standing next to it, exactly and without a model.

What is a re-rating, and what is the movement in the other direction?

The plainest version of this is visible from a doorway. A vegetable seller brings the same forty kilos of onions to the same corner every morning. On Monday the going rate is Rs 28/- a kilo. On Thursday, with nothing about her onions changed, the going rate is Rs 34/-. The sack did not improve. The buyers changed their minds about the price of the same sack. Her takings rose by more than a fifth and not one gram of that came from her.

A re-rating is that, applied to a share. The market changes the number of times profit it is willing to pay. The company reports the same profit it was always going to report, and the price of the share moves anyway. The business does not have to do anything different for a re-rating to happen. The mistake of reading a re-rating as the business doing something follows directly from that.

The movement runs both ways, and the other direction has its own name. A de-rating is the same event pointing downwards: the same profit, a smaller number of times it, a lower price. Neither is exotic. Neither is a market failure or a mispricing or anything requiring a special explanation. Multiples in ordinary quoted markets move around all the time, in both directions, on companies whose reported results are perfectly steady. A reader who treats them as rare will explain away every occurrence. Treat both as ordinary weather rather than as events.

Hedge Funds Analyst Bootcamp — Fin Maverick

Do an earnings change and a multiple change add, or do they multiply?

Everything else follows from one line of arithmetic. A price, on this reading, is a profit line multiplied by a number of times that line. So across a period in which both parts have moved, the price has been multiplied twice: once by whatever earnings did, and once by whatever the multiple did.

Say earnings per shareThe profit a company reported, divided across each share in issue. Settled in the accounting material and used here exactly as published. rise by a quarter and the multiple falls by a tenth. The instinct is to reach for subtraction, call it fifteen per cent up, and move on. The subtraction answer is wrong, and wrong in a direction that flatters. The correct operation is one point two five times nine tenths. The product is one point one two five, or twelve and a half per cent. The two changes compound against each other rather than settling their differences.

EARNINGS FACTOR 1.242 a year, over five years x MULTIPLE FACTOR 0.902 a year, over five years = PRICE FACTOR 1.120 the 12 per cent asked for THE ROUTE THAT TIES THE ROUTE THAT DOES NOT 24.2 per cent less 9.8 per cent gives 14.4 per cent Subtraction overstates the answer by 2.4 percentage points a year, and the error grows with every period it is carried through.
The two annual factors multiply to 1.120, which is the 12 per cent a year the reader asked for, while subtracting the two rates overstates it by 2.4 percentage points.

A strong earnings year sitting beside a falling multiple can leave the price exactly where it started, so the price on its own tells nothing whatever about which of the two happened. A reader who looks only at what a share did over a year, and reasons backwards to the business, is reading a product and attributing all of it to one of its two factors.

Try it out

Over one year, earnings a share rise 20 per cent and the multiple falls 20 per cent. Where does the price finish?

How is a price move that has already happened split?

The split is three steps and it never varies. Take the price change across the period. Take the earnings change across the very same period. Divide the first by the second, and whatever is sitting there afterwards is the multiple change. The three steps are the whole method.

The split is an identityA relationship in arithmetic that holds exactly by construction, so it can never come out slightly wrong. Either it ties or an input was mismatched. rather than an estimate, so it ties to the last decimal every single time. There is no model in it, no assumption, nothing to calibrate and nothing to be approximately right about. If the split leaves something over, the arithmetic has not failed. A price across one window has been compared with earnings across a different one, or a reported figure has been used on one side and an adjusted figure on the other, or a bonus issue moved the per share base underneath the calculation. The residualWhatever is left over once every part already accounted for has been taken out. is a message about the inputs and never about the method.

1 The price change End price over start price, as a factor. Observed, not chosen. 2 The earnings change Same two dates, same basis on both sides. This is where it breaks. 3 Divide one by two What is left is the multiple change. Exactly. No remainder. THE SPLIT, AND IT IS ALWAYS THESE THREE STEPS Anything left over after step three is a mismatched window or a mismatched base.
The multiple change is never measured directly, it is the remainder after the earnings change has been divided out of the price change.

The split is smaller and harder than it looks. Here it runs once, slowly, on stated figures. Sarvani Coatings Limited, an invented maker of decorative paints and industrial coatings, reported earnings a share of Rs 8.21/- in year two and Rs 11.58/- in year three. The rise is 41.05 per cent across one year. Now hold the price completely still across that same year at the illustrative Rs 486/- and ask what the multiple must have done. At Rs 8.21/- a share the price sat at 59.1961 times. At Rs 11.58/- the same price sits at 41.9689 times. The factor is 0.7090, a fall of 29.1 per cent. A rising numerator under a fixed price leaves the multiple nowhere else to go.

Read the three figures once more, slowly. The discomfort is the point. Earnings rose more than forty per cent and the shareholder received nothing at all. Every rupee of the earnings gain was absorbed by the multiple contracting underneath it. Nobody announced that. No filing recorded it. The reported numbers were doing exactly what a shareholder would have hoped. The loss simply happened, in the arithmetic, alongside them.

Try it out

A past price move is split into its two parts and a small residual is left over. What has gone wrong?

What actually makes a multiple move?

Nothing inside the company. The honest answer is worth sitting with. A multiple is not usually discussed that way at all. A multiple is not a fact about a business at all, it is a compressed summary of what a set of people currently assume about growth, durability and risk taken together, so it moves precisely when those assumptions move and at no other time.

Unpack the three. Growth is how fast the assumers think the profit line rises from here. Durability is how long they think it keeps rising before something competes it away. Risk is how much they mind being wrong. Minding shows up as the size of the return they insist on before holding the shares at all. Growth, durability and risk are held in other people's heads, and the three are not disclosed, not audited, not filed and not stable. A multiple is what falls out when a market full of them transacts.

WHAT THE NUMBER IS MADE OF Growth how fast, from here Durability for how long Risk what being wrong costs ONE NUMBER 41.9689 times Held in other heads. Not filed anywhere. WHERE IT IS RECORDED Revenue Rs 2,415 crore Gross profit Rs 1,111 crore EBITDA Rs 446 crore EBIT Rs 354 crore Profit after tax Rs 278 crore The multiple no such row no row here records it moving Year three, the twelve months to 31 March, every figure invented and illustrative.
Three assumptions held in other people's heads collapse into one multiple, and the reported profit ladder has no row anywhere that records it changing.

A multiple move is therefore an event about an audience. The relevant question is never what the company did on the day, it is what a set of people decided about durability while nobody was watching. No accounting line anywhere records a re-rating. No amount of statement work will ever detect one, and a research process built entirely out of statement work is structurally blind to half of what moved the price.

Try it out

Which of a company's financial statements records the multiple applied to its shares changing?

Why is a view that needs a re-rating a different kind of claim?

Because it has two halves, and only one of them usually gets any work done on it.

Half one is about the business. Volumes hold, realisationThe revenue a maker collects for each unit it sells, before any cost is taken off it. holds, the cost line behaves, the share of the field is defended. The business half is researchable in the ordinary way. There are filings, there are quarterly numbers, there are competitors reporting alongside, and there is a record that can be read. The work is hard, and it is the kind of hard work an analyst is trained for.

Half two is about people. Half two says that a set of investors who currently pay a certain number of times these earnings will, at some point inside the forecast period, agree to pay more. The second half studies a crowd instead of a business, is almost never actually carried out, and leaves a view leaning on it half unexamined by construction. Ask anyone whose case needs a re-rating what evidence they hold about the second half, and the usual answer is a feeling that the shares are currently under-appreciated. A feeling is not evidence. A feeling is the claim restated.

CLAIM ONE, ABOUT THE BUSINESS Evidence that can actually be opened: Quarterly filings Volume and realisation splits Peers reporting alongside The cost line, quarter by quarter CLAIM TWO, ABOUT THE AUDIENCE Evidence that can actually be opened: Nothing is usually gathered here. The place a feeling that the shares are under-appreciated gets written down and counted as work. HOURS THE VIEW ACTUALLY SPENT on claim one on claim two A VIEW NEEDING A RE-RATING MAKES TWO CLAIMS, NOT ONE
A view requiring a re-rating asks the business to perform and an audience to change its mind, and only the first half has evidence anybody gathered.
Try it out

A view needs other investors to pay more for the same earnings than they pay today. How many claims does it make?

The exercise, worked all the way through

The exercise below is built on figures that exist only to be taken apart. Every result in it is arithmetic on stated assumptions, and arithmetic on an assumption stays an assumption however many decimals it carries.

The starting point comes from the record. An illustrative price of Rs 486/- on the stated date, against published earnings a share of Rs 11.58/- for year three, the twelve months to 31 March. The multiple is 41.9689 times, shortened to 42.0 times wherever a rounded figure reads better. Then two things the reader supplies rather than observes: a required returnThe yearly return a reader decides in advance that they want from holding a share. A preference somebody chooses, never a quantity anybody measures. of 12 per cent a year, and an assumption that the shares carry 25 times earnings at the end of five years.

Run it forwards. Rs 486/- compounded at 12 per cent for five years reaches Rs 856.50/-. At 25 times, that price needs earnings a share of Rs 34.26/-. Getting from Rs 11.58/- to Rs 34.26/- across five years is a factor of 2.9585. AnnualisedA total change across several years restated as the one steady yearly rate that would reproduce it exactly., the factor is 24.2 per cent a year. All of that was settled in the valuation application work and is imported here, not rebuilt.

Now take the 12 per cent apart.

The periodEarnings partMultiple partPrice, the product
Across all five years2.95850.5961.7623
A year at a time, as a factor1.2420.9021.120
A year at a time, as a rate24.2 per centminus 9.8 per cent12 per cent

The split ties, and ties exactly rather than nearly. The identity is doing its work. One caution worth printing: the tie only survives if the multiple is carried at the full 41.9689 times that Rs 486/- against Rs 11.58/- produces. Feed the display figure of 42.0 times into the same arithmetic and the five year product comes out at 1.761037 against a required 1.762342, so the reader is left hunting a residual that only ever existed because a rounded number was allowed to become an input.

THE SAME ARITHMETIC, COLUMN BY COLUMN WHAT MOVED PRICE EARNINGS A SHARE MULTIPLE Today Rs 486/- Rs 11.58/- 41.9689 In five years Rs 856.50/- Rs 34.26/- 25.0000 The factor 1.7623 2.9585 0.596 2.9585 x 0.596 = 1.7623, exactly The price factor is the other two multiplied. Price and earnings a share are invented and illustrative, stated as at one date.
Across five years the earnings factor of 2.9585 multiplied by the multiple factor of 0.596 reproduces the price factor of 1.7623 with nothing left over.

And now the thing nobody says out loud when this arithmetic is first run. The reader who casually assumed 25 times in five years, against 41.9689 times today, assumed that 40.4 per cent would come off the multiple, and almost certainly never described it to themselves in those words. They thought they were being conservative. They were building a substantial de-rating into the machinery and then asking the earnings line to carry the entire load. The load is exactly why the required 24.2 per cent came out so demanding.

Run it the other way to prove the arithmetic is not a one direction story. Take the worked case for this company: volume growing 6.0 per cent and realisation growing 3.0 per cent across one year. Volume and realisation compound rather than add, so the revenue pace is 1.0918, or 9.18 per cent and not 9.0. Put the revenue pace beside the same slide to 25 times. The annual price change is 1.0918 multiplied by 0.902, or 0.984, a fall of 1.57 per cent a year. Both results are arithmetic on stated assumptions, and changing an assumption changes the result with it.

Analysing an Issuer's Credit — free micro-course from Fin Maverick

What does a de-rating feel like from inside?

A de-rating feels like being right and losing money. The combination is the most disorienting in this work.

Follow the second case for five years. Earnings a share compound at 9.18 per cent, so Rs 11.58/- becomes Rs 17.96/-, a rise of 55.1 per cent. Every one of the three variables the worked view depended on behaves. The multiple slid from 41.9689 times to 25 underneath the whole thing, so the price finishes at Rs 449.12/-, down 7.6 per cent from Rs 486/-. Nothing broke. Nobody lied. Gross marginRevenue less what the goods cost to make, shown as a share of revenue. Settled in the accounting material. held where it was supposed to. The audience simply revalued what it was looking at.

100 160 85 Earnings a share, indexed Rs 11.58/- to Rs 17.96/-, up 55.1 per cent Price, indexed Rs 486/- to Rs 449.12/-, down 7.6 per cent Year 0 Year 5 the whole of this gap is the multiple, alone EVERY VARIABLE BEHAVED, AND THE SHAREHOLDER STILL LOST
Earnings a share rise 55.1 per cent over five years while the price falls 7.6 per cent, and every rupee of that divergence is the multiple contracting.

The view was not wrong about the business and it was incomplete about the multiple, and those are two entirely different failures that teach two entirely different lessons. Being wrong about the business means the research was bad: the variables were misjudged, the evidence was misread, the competitive picture was wrong. Being incomplete about the multiple means the research was fine as far as it went and simply did not go as far as the claim did. The correction for the first is better analysis. The correction for the second is stating the multiple assumption out loud so somebody can argue with it. Confusing the two costs a year spent fixing something that was never broken.

Try it out

Every variable the view named behaved exactly as it said they would, and the price finished lower. Was the view wrong?

Writing an Investment Thesis teaches you to state a view, name what would break it, and update when that evidence arrives.

Why is the exit multiple in the analyst's own arithmetic the same object?

Here is the part that almost nobody points out, and it changes how the earlier arithmetic reads.

The multiple assumed at the end of the analyst's own period is the very same object as the multiple that re-rates, so assuming 25 times in five years against 41.9689 times today is an assumption of a de-rating whether or not the person making it noticed. There is no separate category of number here. The exit multiple is not an input, a convention, a house standard or a modelling choice. A forecast about what a set of people will assume five years from now sits quietly in a spreadsheet cell, wearing the costume of a technical parameter.

41.9689 Today, observed Rs 486/- over Rs 11.58/- 25.0000 In five years, assumed a cell in a spreadsheet 40.4 per cent comes off the multiple and that is a claim somebody can argue with, once it is written this way. AN EXIT MULTIPLE IS NOT A SETTING, IT IS A FORECAST ABOUT PEOPLE
An assumed exit multiple below today's multiple is an assumed de-rating of 40.4 per cent, however modestly it was described when it was typed in.

Writing it in those words changes what happens next. An exit multiple of 25 times invites no discussion at all. An explicit statement that 40.4 per cent will come off the multiple over five years invites an immediate and useful argument: why would it, on what evidence, and compared with what? Naming the assumption converts an invisible input into a claim that can be attacked. Attack is the only way an assumption ever gets tested.

Try it out

An analyst assumes 25 times in five years while the shares stand at 41.9689 times today. What has been assumed?

Try it out

Before the control below: earnings grow 9.18 per cent a year and the multiple slides from 41.9689 times to 25. What does the price do?

Play with it

Move the exit multiple and watch the two parts multiply

Everything except the exit multiple is nailed down. Earnings compound at 9.18 per cent a year, the multiple today stays at 41.9689 times, and the period stays at five years, so exactly one thing is allowed to move.

The multiple assumed at the end of five years
15 times25.00 times45 times
THE CONTROL, ON ITS OWN SCALE 27.05, crossing 41.9689, today 0 FROM EARNINGS 9.18 per cent held fixed FROM THE MULTIPLE minus 9.8 per cent the only thing moving THE TWO COMBINED minus 1.6 per cent a product, not a sum
Exit multiple
25.00 times
From earnings
9.18 per cent
From the multiple
minus 9.8 per cent
Combined, a year
minus 1.6 per cent
Educational illustration. The price of Rs 486/- and the earnings a share of Rs 11.58/- are stated as at one date. The 9.18 per cent is the worked case rather than a forecast, and the exit multiple is the reader's own assumption. A multiple somebody assumes is never a value anybody measured.

The crossing is the whole lesson. Below about 27.05 times the combined bar sits under zero even though earnings never stop growing, and above it the bar turns positive. The exit multiple typed in decides the sign of the answer. An input most readers treat as a technicality is quietly deciding the direction of the entire result. Here is that in a row of settings.

Exit multiple assumedThe multiple part, a yearCombined with earnings at 9.18 per cent
15 timesminus 18.6 per centminus 11.1 per cent
20 timesminus 13.8 per centminus 5.9 per cent
25 timesminus 9.8 per centminus 1.6 per cent
27.05 timesminus 8.4 per cent0.0 per cent
30 timesminus 6.5 per cent2.1 per cent
35 timesminus 3.6 per cent5.3 per cent
41.9689 times0.0 per cent9.18 per cent
45 times1.4 per cent10.7 per cent
Try it out

In that table, what is the earnings side doing as the exit multiple moves from 15 times to 45 times?

Who actually runs this split, and when

The split decides which half of the work to examine, so an analyst reviewing a view a year after writing it runs it first, before touching anything else. Two minutes of division shows whether to reopen the volume assumptions or what other people assume, and those are different afternoons.

A fund manager explaining a year's result to the people whose money it was runs it because the alternative is a story. A portfolio that rose fourteen per cent while its holdings grew earnings four per cent did not have a good year of business judgement, it had a good year of audience movement, and saying so is the difference between an honest review and a flattering one.

A household holding a few shares directly can run it on the back of an envelope with nothing but two annual reports and two prices. Anyone who never runs the split will credit every multiple move to the business, in both directions, and will therefore learn the wrong lesson from every year they hold. The good years look like skill and the bad years look like bad luck, when frequently it was the same anonymous audience doing both.

The lesson learned from the wrong event

Meghna Iyer holds a written view on Sarvani Coatings Limited. Through the period the earnings arrive very much as the three named variables required. She checks the price near the end of her stated period and finds the shares below where they were when she wrote it. The conclusion she draws is that her analysis was wrong, and over the following months the process gets rebuilt around a failure that never happened: more conservative volume assumptions, a longer checklist, a slower cadence, all of it aimed at a mistake she did not make.

The event was a multiple move. The business did the thing the claim said it would, and other people changed what they assume about how long it lasts. Nothing in the statements records a multiple move, so Ravindra Setlur, the chief financial officer, could have told her nothing useful about it.

The cost is a lesson drawn from the wrong event. A wrong lesson is worse than no lesson at all, and it will be applied with confidence to the next claim and the one after. The fix takes two minutes: divide the price change by the earnings change over the same window, read the multiple change that is left, and only then decide which half of the work needs examining. Both failures are real failures. The two are simply not the same failure.

India

Where the conduct rules sit, and why a paraphrase of one is a misreading

A multiple moving is not an accounting event, so nothing in the reporting requirements speaks to it at all. The moment a written view leaves the analyst's desk and reaches somebody else does get touched. The Securities and Exchange Board of India (SEBI) sets what a research analyst must disclose and how a view must be presented once it is circulated. The requirements, thresholds and periods are the board's to set, and the live text at sebi.gov.in should be read before any written view is circulated.

Try it out

A price change is divided by the earnings change across the same period. What is left over?

The calendar of things that can prompt a revision elsewhere is covered separately, as is the period over which any of this arithmetic can be judged, and the question of where a view differs from what other people already assume. How a multiple gets put together is borrowed whole from the valuation work. The forecast that puts several years of estimates against what a group of forecasters collectively expect, which is consensusWhat a group of forecasters, taken together, currently expect a company to earn over a coming period., is covered in the earnings work. Every figure above is arithmetic on stated assumptions, and a different assumption produces a different figure.
Equity Research Bootcamp — Fin Maverick

Only three addresses are any use for checking one of these figures

WhoWhat it would be opened forAddress
Securities and Exchange Board of IndiaThe conduct and disclosure duties that attach the moment a written view is circulated rather than kept. A requirement paraphrased is a requirement misread.sebi.gov.in
National Stock Exchange of IndiaWhere a quarterly result is lodged, which is the only place an earnings figure for a split like the one above should ever come from.nseindia.com
BSE Limited, once the Bombay Stock ExchangeThe identical lodgement at the second venue. Worth opening only to settle which date a figure became public, the input that mismatched windows usually get wrong.bseindia.com

Sarvani Coatings Limited, Nandivarman Paints Limited, Kesaria Surface Solutions Limited, Thottam Chemicals Limited, Meghna Iyer and Ravindra Setlur are 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.