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Private Equity puzzles, solved step by step

Puzzles
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All topicsCredit and PIK maths8Returns maths10Mental paper LBOs8Operating levers and margin maths8Valuation riddles10Fund economics numeracy9Market sizing and estimation9Compounding and time value7Mental maths8Probability and expected value in deals8Leverage and capital structure9Logic and brainteasers6
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Showing 61–70 of 100
  1. 061A sponsor can fund 4.5x EBITDA with senior debt of 3.0x at 7% plus second lien of 1.5x at 11%, or with a single unitranche loan of 4.5x at 8.5%. Which is cheaper, and why might the sponsor still choose the unitranche?Credit and PIK mathsCorePrivate credit

    Try it first

    What is the blended rate on the split stack?

    Show the worked solution

    The split stack is cheaper, at a blended 8.33% against 8.5%. Two thirds of the debt costs 7% and one third costs 11%, so the blend is 7% plus a third of the 4-point gap. On EBITDA of 100, that is 37.5 of interest a year against 38.25, a gap of only 0.75. Sponsors often pay that for one lender, one set of documents and a surer, faster close.

    How do you blend two rates quickly?

    If you borrow Rs 2 lakh from a bank at 7% and Rs 1 lakh from a relative at 11%, you are not paying 9% on the whole: most of the money is the cheap kind. A blended rate is a weighted average, so start from the cheaper rate and add the gap times the share of debt that is expensive. Here the second lien is a third of the stack, so the blend is 7% plus a third of 4 points, 8.33%.

    Same 4.5x of debt: two lenders at a blended 8.33%, or one lender at 8.5%Senior 3003.0x at 7%: 21.0Second lien 1501.5x at 11%: 16.5Blended 8.33%Split stack: 2 lendersUnitranche 4504.5x at 8.5%: 38.258.50%Unitranche: 1 lenderInterest a yearSplit stack 37.50Unitranche 38.25Extra cost +0.75What the 0.75 buysOne lender, one documentNo intercreditor fightFaster, surer closeOne call to amend
    The split stack of 300 senior at 7% and 150 second lien at 11% costs 37.5 a year, a blended 8.33%, while one unitranche of 450 at 8.5% costs 38.25, so the single lender costs 0.75 a year more.
    The relationship
    r=3.04.5(7%)+1.54.5(11%)=7%+13(4%)=8.33%r = \tfrac{3.0}{4.5}(7\%) + \tfrac{1.5}{4.5}(11\%) = 7\% + \tfrac{1}{3}(4\%) = 8.33\%
    3.0/4.5senior debt's share of the stack, two thirds
    1.5/4.5second lien's share, one third
    4%the gap between the two rates
    What it says in wordsThe blended cost is the cheap rate plus the expensive tranche's share of the gap.

    Why would a sponsor pay more for one lender?

    Because the 0.75 a year buys simplicity that has real value. With two tranches there are two lender groups and an intercreditor agreementThe contract between two groups of lenders to the same company that sets who is paid first, who controls enforcement and what each may do without the other. between them, and every waiver or amendment means two negotiations. A unitranche puts one lender across the table, which usually means a faster close, fewer parties who can block a change, and more certainty in a competitive auction. The limit: compare all-in costs, because upfront fees and call protection can differ between the two and move the answer by more than 0.17 points.

    Where candidates lose it

    The usual slip is a simple average: 7% and 11% make 9%, so the unitranche looks cheap. Senior is twice the size of the second lien, so the blend sits much nearer 7%.

    The other loss is stopping at cheaper means better. The interviewer wants the second half: a gap of 0.17 points is small, and a sponsor will often pay it for speed and a single counterparty.

    What the interviewer asks next

    • At what unitranche rate would the sponsor be indifferent on interest alone?
    • What changes if the second lien pays 11% as PIK rather than cash?
    • Why might a unitranche lender split the loan into first-out and last-out pieces behind the scenes?
  2. 062A portfolio company has revenue of 730 a year. The operating team cuts days sales outstanding from 90 to 60. How much cash does that release?Operating levers and margin mathsWarm upPortfolio operations teamIndian mid-market PE

    Try it first

    How much cash comes out of receivables?

    Show the worked solution

    About 60, released once. Revenue of 730 is 2 a day. At 90 days, customers are holding 180 of unpaid invoices; at 60 days, 120. Collecting 30 days faster brings in the 60 difference as cash, one time. After that, receivables simply stay at the lower level, so the cash flow benefit does not repeat each year.

    What does a day of DSO actually hold?

    Picture a tailor who lets regular customers pay at the end of the month. On any given day, a month's worth of stitched clothes is out there unpaid, and that money is not in the tailor's drawer. Days sales outstanding counts how many days of sales are sitting with customers, so each day of DSO is one day of revenue held as receivables instead of cash. Here one day is 730 over 365, which is 2.

    Each day of DSO is a day of revenue sitting with customers instead of in the bankDSO 90Receivables 180DSO 60Receivables 120Cash released: 60Sales per day = 730 / 365 = 290 days x 2 = 180; 60 days x 2 = 120Released = 30 days x 2 = 60Once, not every yearYear 2 at DSO 60 releases nothing more.If revenue grows 20%, receivables riseto 144 and absorb 24 of cash.
    At 2 of sales a day, 90 days of receivables hold 180 and 60 days hold 120, so cutting DSO by 30 days releases 60 of cash, once, and later growth in revenue starts to absorb cash again.
    The relationship
    ΔCash=Revenue365×ΔDSO=730365×30=60\Delta\text{Cash} = \frac{\text{Revenue}}{365} \times \Delta\text{DSO} = \frac{730}{365} \times 30 = 60
    Revenue/365sales per day, here 2
    Delta DSOthe cut in days of receivables, 90 to 60
    What it says in wordsCash released equals one day of sales times the number of days cut.

    Why does a buyout fund care that it happens only once?

    Because a one-off release must not be valued like a recurring profit. The 60 can pay down debt or fund a dividend once, but it adds nothing to EBITDA and nothing to next year's cash flow. If a seller's numbers show a strong cash year driven by a receivables squeeze, a buyer strips it out before using that year to set the price. And as the company grows, receivables grow with it: 20% more revenue at 60 days lifts receivables to 144, absorbing 24 of cash.

    Where candidates lose it

    Two slips are common. The first is answering 30, the change in days, without converting days into money at 2 a day.

    The second is treating 60 as an annual saving and putting it into the free cash flow of every year. It is a one-time release from a lower balance; a fund that capitalises it as recurring overpays.

    What the interviewer asks next

    • Payables days go from 30 to 45 on cost of sales of 365. How much cash is released?
    • Why might cutting DSO cost the company revenue?
    • How would you spot a seller who squeezed receivables just before a sale?
  3. 063Estimate how many two-wheeler tyres are replaced in India each year. Build it from the vehicles on the road, the kilometres they ride and how long a tyre lasts.Market sizing and estimationCoreOaktree Capital ManagementLos Angeles · 2022

    Try it first

    Which number should the estimate start from?

    Show the worked solution

    About 9 crore tyres a year, on the assumptions stated. Take about 20 crore two-wheelers in use, each riding about 7,000 km a year on 2 tyres: that is 2.8 lakh crore tyre-kilometres. If a tyre lasts about 30,000 km, roughly 9.3 crore tyres wear out each year. Tyre life is the sensitive input: 20,000 km gives 14 crore and 40,000 km gives 7 crore.

    Why start from the bikes on the road rather than new sales?

    Think of how many toothbrushes a household buys. It depends on how many people live there and how often a brush wears out, not on how many babies were born this year. A replacement market is sized off the installed base, the stock in use, multiplied by how fast each unit wears out. New two-wheelers arrive with tyres already fitted at the factory, which is a separate market sold to manufacturers, so counting new sales here would mix two different customers.

    Size the replacement market from the vehicles already on the roadTwo-wheelers20 crorex km a year7,000x tyres each2= tyre-km a year2.8 lakh crore/ tyre life30,000 km= tyres replaced9.3 croreThe sensitive branch: tyre life20,000 km life14.0 crore tyres30,000 km life9.3 crore tyres40,000 km life7.0 crore tyresNew vehicle sales come with tyres fitted: that is a separate, factory-fitted market.Check: 30,000 / 7,000 = 4.3 years per tyre, which a rider can judge.
    20 crore two-wheelers riding 7,000 km a year on 2 tyres wear through 2.8 lakh crore tyre-kilometres, which at a 30,000 km tyre life is about 9.3 crore replacement tyres a year; a 20,000 or 40,000 km life moves the answer to 14 or 7 crore.

    How do you defend each assumption out loud?

    Say where each number comes from and how you would check it. Registered vehicle counts overstate the bikes in use, because scrapped vehicles stay on the register, so cut the registered figure down and say you are doing so. Seven thousand km is about 20 km a day, a commute and errands. Then run the cross-check a rider can judge: at 7,000 km a year a 30,000 km tyre lasts about four years, which sounds right for a commuter bike. All three inputs are illustrations to be confirmed against current industry data, not facts.

    The relationship
    N=V×d×tL=20 cr×7,000×230,000≈9.3 croreN = \frac{V \times d \times t}{L} = \frac{20\text{ cr} \times 7{,}000 \times 2}{30{,}000} \approx 9.3\text{ crore}
    Vtwo-wheelers in use, assumed 20 crore
    dkm ridden a year, assumed 7,000
    ttyres per vehicle, 2
    Ltyre life in km, assumed 30,000
    What it says in wordsReplacement tyres a year equal the total tyre-kilometres ridden divided by the kilometres one tyre lasts.

    Close by naming the input you would research first. Tyre life halves or doubles the answer across a plausible range, and rear tyres wear faster than front ones, so a sharper version splits the two. A sponsor looking at a tyre retailer would care about exactly that split, because the rear tyre is the more frequent purchase.

    Where candidates lose it

    The most common miss is sizing from annual new vehicle sales, which measures the factory-fitted market and badly understates replacement demand from bikes already on the road.

    The second is stating the inputs as facts. Say they are assumptions, show the sensitivity on tyre life, and give the four-year cross-check; the interviewer is scoring the structure, not the decimal.

    What the interviewer asks next

    • How would you turn the tyre count into a rupee market size?
    • Rear tyres last 20,000 km and front tyres 40,000 km. Recompute.
    • What would make a tyre retail chain a good buyout candidate in this market?

    Asked at Oaktree Capital Management, Corporate Finance, Los Angeles, 2022 (Wall Street Oasis): First round with recruiter, mostly behavioral with a few questions about market sizing

  4. 064Revenue is 1,000 at a 25% EBITDA margin. Depreciation and amortisation are 40, interest is 60, tax is 25%, capex is 50, and working capital is 10% of the revenue growth of 100. Walk from revenue to levered free cash flow.Operating levers and margin mathsCoreVista Equity PartnersAustin · 2025

    Try it first

    What is levered free cash flow?

    Show the worked solution

    Levered free cash flow is 92.5. EBITDA is 250. Take off D&A of 40 and interest of 60 to get pre-tax profit of 150, tax of 37.5 and net income of 112.5. Add back the 40 of D&A because it is not cash, then subtract capex of 50 and the 10 of working capital the growth absorbs. What remains, 92.5, is cash the owners could take out.

    Why does depreciation come off and then go back on?

    Think of a delivery van bought last year. Each year the accounts charge a slice of its cost as depreciation, but no money leaves the business that year: the van was paid for already. Depreciation reduces taxable profit, which saves real tax, but it is not a cash payment, so it is subtracted to work out tax and then added back to reach cash. The cash cost of assets enters through capex instead, here 50, which is more than the 40 of depreciation because the business is growing.

    From EBITDA to levered free cash flow: lenders, taxman, reinvestment250EBITDA-60Interest-37.5Tax-50Capex-10Moreworking capital92.5Levered FCFTax is on profit after D&A:250 - 40 - 60 = 150 taxablex 25% = 37.5; D&A 40 is no cashRevenue 1,000 x 25% margin
    EBITDA of 250 loses 60 to interest, 37.5 to tax, 50 to capex and 10 to working capital, leaving levered free cash flow of 92.5; depreciation of 40 appears only inside the tax calculation.
    StepAmount
    Revenue1,000
    EBITDA at 25%250
    Less D&A(40)
    EBIT210
    Less interest(60)
    Pre-tax profit150
    Less tax at 25%(37.5)
    Net income112.5
    Add back D&A40
    Less capex(50)
    Less increase in working capital(10)
    Levered free cash flow92.5
    Net income of 112.5 plus D&A of 40, less capex of 50 and a working capital increase of 10, gives levered free cash flow of 92.5, the same answer the EBITDA route gives.

    What makes it levered, and why does a buyout investor want that version?

    Levered means after interest: the lenders have been paid. Levered free cash flow is the cash left for the equity holders after the lenders, the taxman and the business's own reinvestment, which is exactly the cash that repays debt in a buyout. Check it a second way from EBITDA: 250 less 60 less 37.5 less 50 less 10 is 92.5. The limit worth saying: working capital is modelled here as 10% of growth, and a real business can swing by far more in a single year.

    Where candidates lose it

    The most common slip is forgetting to add back depreciation, which gives 52.5 and treats the van as paid for twice, once through depreciation and again through capex.

    The second is using the whole working capital balance, 10% of revenue, instead of the increase, 10% of the growth. Only the change in working capital uses cash in the year.

    What the interviewer asks next

    • What is unlevered free cash flow here, and why is it higher?
    • Revenue falls instead of growing. What happens to the working capital line?
    • Capitalised software development of 30 sits inside capex. Should a software buyer treat it differently?

    Asked at Vista Equity Partners, Private Equity, Austin, 2025 (Wall Street Oasis): I got a question about getting from revenue to levered free cash flow

  5. 065Size the annual revenue pool of private dental clinics in an Indian metro of 1.2 crore people. Then say what share of it a rollup of 60 clinics could hold.Market sizing and estimationHardIndian mid-market PEMid-market buyout fund

    Try it first

    On these assumptions, roughly what share of private visits could 60 clinics handle?

    Show the worked solution

    About Rs 720 crore a year, of which 60 clinics could hold roughly 7.5%. Take 25% of 1.2 crore people seeing a dentist, 2 visits each and 80% of visits at private clinics: 48 lakh visits. At Rs 1,500 a visit that is Rs 720 crore. Sixty clinics at 20 visits a day for 300 days handle 3.6 lakh visits, about Rs 54 crore of revenue. Every input is an assumption to be tested.

    Why build the market from visits rather than from spend per person?

    Think of sizing the market for haircuts. Average spend per person hides the fact that some people go monthly and others never; counting the people who go, how often, and what one cut costs is easier to defend line by line. A visit-based tree gives you inputs you can each test separately, and it produces the same unit, visits, that a clinic's capacity is measured in. That second point is why it suits a rollup question: the market and the business are counted in the same currency.

    Size the pool from patients and visits, then lay one clinic's capacity against itPeople in the metro1.2 crorex 25% visit a dentist30 lakhx 2 visits each60 lakhx 80% private48 lakh visitsx Rs 1,500 a visitRs 720 croreOne rollup of 60 clinics against 48 lakh private visits a year60 clinics: 3.6 lakh visits, 7.5%Everyone else: 44.4 lakhCapacity of one clinic20 visits a day x 300 days = 6,000x Rs 1,500 = Rs 90 lakh revenue a clinic60 clinics: about Rs 54 crore a yearSupply-side check48 lakh / 300 days = 16,000 visits a dayAbout 1,067 small clinics at 15 a dayCount clinics locally to test it
    A metro of 1.2 crore people produces about 48 lakh private dental visits a year on these assumptions, worth about Rs 720 crore at Rs 1,500 a visit, and 60 clinics doing 6,000 visits each would handle 7.5% of them, about Rs 54 crore of revenue.

    How do you test the demand side against supply?

    Turn the visits into clinics and see if the number feels right. Forty eight lakh visits over 300 working days is 16,000 visits a day; at 15 a day for a small single-dentist clinic, that is about 1,067 clinic-equivalents. If a local count found far more or far fewer clinics than that, one of the demand assumptions is wrong, most likely the share who visit or the fee. Say that you would check it with a street count in two or three neighbourhoods before trusting the total.

    InputAssumptionResult
    Population1.2 crore
    Share who visit a dentist in a year25%30 lakh patients
    Visits per patient260 lakh visits
    Share at private clinics80%48 lakh visits
    Average revenue per visitRs 1,500Rs 720 crore
    60-clinic rollup capacity6,000 visits each7.5% share
    Each line is an assumption to be tested; together they give about Rs 720 crore of private clinic revenue and a 7.5% capacity share for a 60-clinic rollup.

    What does the share tell a buyout investor?

    It frames the thesis. At about 7.5%, the rollup would be the largest single brand in a fragmented market without needing to win most patients, which is the shape a rollup thesis wants. The limits matter as much: the fee per visit blends cheap check-ups with expensive implants, so a chain that skews to higher-value treatment could earn more from the same visits, and capacity is not demand. Sixty clinics only reach 3.6 lakh visits if patients actually come.

    Where candidates lose it

    Candidates often multiply the whole population by an annual spend and get a number they cannot defend, or forget that many visits happen at government hospitals and charitable clinics, which a private chain cannot capture.

    The second miss is stopping at the market size. The question asks for the rollup's share, which needs one clinic's capacity stated in the same unit as the market.

    What the interviewer asks next

    • Implants are 10% of visits but half of revenue. How does that change the sizing?
    • How would you test the 25% visit rate without any published data?
    • What would make you worry that 60 clinics cannot fill their chairs?
  6. 066Two companies each have EBITDA of 100 and trade at 8x. One carries debt of 2x EBITDA, the other 6x. EBITDA falls 25% and the multiple stays at 8x. By how much does the equity value fall in each?Leverage and capital structureHardLarge-cap buyout fundMid-market buyout fund

    Try it first

    The business value falls 25% in both. What happens to the equity?

    Show the worked solution

    Company A's equity falls 33%; Company B's is wiped out. Both businesses fall from 800 to 600 of enterprise value, a loss of 200. The debt does not fall with them, so the loss lands entirely on the equity. A had 600 of equity and keeps 400. B had only 200 and keeps nothing: its lenders are now owed exactly what the business is worth.

    Why does the equity take the whole fall?

    Picture two people who each own a Rs 80 lakh flat. One owes Rs 20 lakh on it, the other Rs 60 lakh. If flat prices drop by Rs 20 lakh, both still owe the bank the same amount, so the first owner's stake falls from 60 to 40 and the second's from 20 to nothing. Debt is a fixed claim, so any change in the value of the business falls first and entirely on the equity. The more debt, the thinner the equity cushion that absorbs it.

    The same 200 fall in value is a third of A's equity and all of B'sCompany A: debt 2.0xDebt 200Eq 600EV 800-200EBITDA -25%Debt 200Eq 400EV 600BeforeAfterEquity down 33%Company B: debt 6.0xDebt 600Eq 200EV 800-200EBITDA -25%Debt 600Equity 0EV 600BeforeAfterEquity down 100%
    Both companies lose 200 of enterprise value when EBITDA falls 25% at 8x; with debt of 200, Company A's equity drops from 600 to 400, 33%, while with debt of 600, Company B's equity drops from 200 to zero.
    The relationship
    %ΔE=%ΔEV×EVE25%×800600=33%25%×800200=100%\%\Delta E = \%\Delta EV \times \frac{EV}{E} \qquad 25\% \times \tfrac{800}{600} = 33\% \qquad 25\% \times \tfrac{800}{200} = 100\%
    %Delta EVthe fall in enterprise value, 25%
    EV/Eenterprise value over equity, the leverage multiplier
    Eequity value before the fall
    What it says in wordsThe equity's percentage fall is the business's percentage fall multiplied by how many times larger the business is than the equity.

    What does a buyout investor take from this?

    Leverage works in both directions with the same multiplier. At 6x debt on 8x value, the equity is a quarter of the business, so every 1% move in enterprise value is a 4% move in the equity. That is what makes high leverage attractive on the way up and fatal on the way down. The limit worth saying: in practice B's equity rarely goes straight to zero on paper. It may keep some option value while the debt has years to run, and the lenders would usually step in through a restructuring before the equity holders lost control.

    Where candidates lose it

    The fast wrong answer is 25% for both, carrying the business's fall straight across to the equity. It ignores that the debt holds its value while the business shrinks.

    The second slip is on Company B: saying 75% by scaling the 25% by three. Work in money, not percentages: 200 lost against 200 of equity is everything.

    What the interviewer asks next

    • How far can EBITDA fall before Company A's equity is wiped out?
    • If EBITDA rises 25% instead, what are the two equity gains?
    • Why might B's equity still trade above zero after the fall?
  7. 067You make 8x your money in 6 years. Estimate the IRR using the rule of 72, then check it exactly with nothing more than a basic calculator.Returns mathsCoreWPWarburg PincusNew York · 2012

    Try it first

    What does the rule of 72 give, and is the true IRR higher or lower?

    Show the worked solution

    The rule of 72 gives 36%; the exact IRR is about 41.4%. Eight times is three doublings, so the money doubles every two years, and 72 divided by 2 is 36. The exact rate is 8 to the power one sixth, which is the square root of 2, so the IRR is 1.414 minus 1, 41.4%. The rule runs low because it is tuned for rates near 8%.

    How does the rule of 72 apply to a multiple bigger than 2?

    Think of folding a sheet of paper: each fold doubles the thickness, so eight layers is three folds. Any money multiple that is a power of 2 is a count of doublings, and once you know the years per doubling, the rule of 72 gives the rate. Eight is 2 x 2 x 2, so six years hold three doublings of two years each. The rule says a doubling every two years needs 72 over 2, which is 36% a year.

    Count the doublings first, then correct the rule of 72 upwardsYear 0Year 1Year 2Year 3Year 4Year 5Year 61x2x4x8xdouble in 2 yearsdouble in 2 yearsdouble in 2 yearsRate from the rule of 72 against the exact rateRule of 72: 72 / 236%, gives only 6.33xExact: 8^(1/6) - 1 = root 2 - 141.4%, gives 8.00xThe rule of 72 suits rates near 8%; for a 2-year doubling the right numerator is about 83
    Eight times in six years is three doublings of two years each, which the rule of 72 turns into 36% a year; the exact rate is 41.4%, and 36% compounded for six years only reaches 6.33x.

    How do you get the exact answer with a basic calculator?

    You need the sixth root of 8. Split it: the sixth root is the square root of the cube root, and the cube root of 8 is 2, so the answer is the square root of 2. One press of the square root key gives 1.414, an IRR of 41.4%. Without a square root key, use trial and error: 1.4 squared is 1.96, and 1.96 cubed is about 7.53, a little short of 8, while 1.42 to the sixth is about 8.20, a little over. The answer sits between 40% and 42%.

    The relationship
    (1+r)6=8  ⇒  1+r=81/6=83 1/2=2=1.414(1+r)^6 = 8 \;\Rightarrow\; 1 + r = 8^{1/6} = \sqrt[3]{8}^{\,1/2} = \sqrt{2} = 1.414
    rthe IRR
    8the money multiple
    6years held
    What it says in wordsThe IRR is the sixth root of the multiple, less one; here that is the square root of two, less one.

    Then say why the rule ran low. The rule of 72 is built around rates near 8%; the higher the rate, the bigger the number you should divide into. For a two-year doubling the exact rate implies a numerator of about 83, not 72. Checking the shortfall out loud, 36% for six years gives only 6.33x, shows the interviewer you know the rule's limit.

    Where candidates lose it

    The most common slip is dividing 72 by the six years and answering 12%, as if 8x were a single doubling. Count the doublings first: three.

    The second loss is giving 36% as the final answer. The interviewer who says use the rule of 72 is often waiting to hear that the rule understates at high rates, and that the exact answer is the square root of 2 minus 1.

    What the interviewer asks next

    • What IRR does 3x in 5 years give, by rule of thumb and exactly?
    • 4x in 6 years: rule of 72 and exact?
    • Why does the rule of 72 understate at high rates and overstate at very low ones?

    Asked at Warburg Pincus, Private Equity, New York, 2012 (Wall Street Oasis): If I make 8 times my money in 6 years, what's my IRR? You have to use the rule of 72 to figure this out.

  8. 068An investment returns 7% a year in rupees and inflation runs at 5%. What is the real return, and how much more can the money actually buy after 10 years?Compounding and time valueCoreIndian mid-market PE

    Try it first

    What is the real return per year?

    Show the worked solution

    The real return is about 1.9% a year, and after 10 years the money buys about 1.21x what it did. Real growth is the money growth divided by the price growth: 1.07 / 1.05 = 1.0190. Over ten years money grows 1.97x while prices grow 1.63x, so purchasing power grows 1.21x. Subtracting 5% from 7% gives 2% and 1.22x, close but slightly high.

    Why divide instead of subtract?

    Think in plates of biryani. If a plate costs Rs 100 and you have Rs 100, you can buy one. A year later you have Rs 107 and a plate costs Rs 105, so you can buy 107 / 105 plates, about 1.019. Real return measures how many more things your money buys, which is a ratio of two growth factors, not a difference of two rates. The subtraction shortcut ignores that inflation also eats into the 7% you earned, which is why it comes out slightly high.

    Real growth is money growth divided by price growth, not subtractedMoney at 7% a year1.97xPrices at 5% a year1.63xWhat the money buys1.97 / 1.63 = 1.21xSubtraction shortcut, 2%1.22x, a little high1x, where you startedReal return = 1.07 / 1.05 - 1 = 1.90% a yearSubtracting 7% - 5% = 2% is close at low rates and drifts as rates rise
    Over 10 years money growing at 7% reaches 1.97x while prices growing at 5% reach 1.63x, so the money buys 1.21x as much, a real return of 1.90% a year; subtracting the rates gives a slightly high 1.22x.
    The relationship
    1+rreal=1+rnom1+π=1.071.05=1.01901 + r_{real} = \frac{1 + r_{nom}}{1 + \pi} = \frac{1.07}{1.05} = 1.0190
    r_nomthe rupee return, 7%
    piinflation, 5%
    r_realthe real return, growth in what the money buys
    What it says in wordsOne plus the real return equals one plus the money return divided by one plus inflation.

    When does the shortcut stop being good enough?

    At low rates the gap is small: here 1.90% against 2.00%, and 1.21x against 1.22x after a decade. The error grows with the size of the rates, so with 20% returns and 15% inflation the shortcut says 5% when the truth is about 4.3%. A fund comparing returns across countries with different inflation, or across decades, should divide. In an interview, give the shortcut first, then the exact figure, and say which you would use when.

    Where candidates lose it

    Answering exactly 2% is the common slip, said fast because subtraction feels natural. It is a fair approximation, but the question is checking whether you know it is one.

    The second miss is on the ten-year part: compounding 2% and calling it the answer, or subtracting the ten-year totals, 1.97 minus 1.63, and getting 0.34. Divide the totals: 1.97 over 1.63 is 1.21x.

    What the interviewer asks next

    • A fund returns 18% in rupees with inflation at 6%. What is its real return?
    • Why might an Indian fund's real return still beat a lower-nominal foreign fund?
    • What real return do you need to double purchasing power in 10 years?
  9. 069About 10% of acquisition targets have a real accounting problem. A quality-of-earnings review flags 90% of the problem cases, but it also flags 15% of clean ones. The review flags your target. What is the chance it really has a problem?Probability and expected value in dealsHardMid-market buyout fundPortfolio operations team

    Try it first

    Given a flag, how likely is a real problem?

    Show the worked solution

    About 40%. Picture 1,000 targets: 100 have a problem and the review flags 90 of them. Of the 900 clean targets, it wrongly flags 15%, which is 135. So 225 targets are flagged and only 90 of those are real problems, 90 divided by 225. A good test on a rare problem still throws up more false alarms than true ones.

    Why is the answer not 90%?

    Think of a smoke alarm that goes off for almost every real fire, but also for burnt toast. In a house where fires are rare and toast is daily, most alarms are toast. The 90% is the chance of a flag when there is a problem; the question asks the reverse, the chance of a problem when there is a flag, and the two differ because clean targets are far more common. Counting people instead of using percentages makes the reversal visible.

    1,000 targets: the review flags 225, and only 90 of them are real problemsProblem, flagged: 90Problem, missed: 10Clean, flagged anyway: 135Clean, cleared: 765Flagged: 90 + 135 = 225Real: 90 / 225= 40%Why so low: the problem is rare, so 15% of the many clean targets outnumber 90% of the few bad ones90 real135 false alarms= the 225 flagsEach square is one target; the colours are the four ways a review can turn out
    Of 1,000 targets, the review flags 90 of the 100 real problems and 135 of the 900 clean ones, so only 90 of the 225 flags, 40%, are real problems.
    The relationship
    P(problem∣flag)=0.10×0.900.10×0.90+0.90×0.15=0.090.225=40%P(\text{problem} \mid \text{flag}) = \frac{0.10 \times 0.90}{0.10 \times 0.90 + 0.90 \times 0.15} = \frac{0.09}{0.225} = 40\%
    0.10the share of targets with a real problem
    0.90the chance the review flags a real problem
    0.15the chance the review flags a clean target
    What it says in wordsThe chance a flag is real is the true flags divided by all flags, true and false.

    What should a deal team do with a 40% flag?

    Treat the flag as a reason to dig, not a reason to walk away. A flag lifts the chance of a problem from 10% to 40%, four times the starting level, but it still leaves the target more likely clean than not. A second, independent check changes the picture: if a forensic review with the same hit and false alarm rates also flags it, the chance rises to about 80%. The limit to state: that assumes the two reviews make independent mistakes, which two teams looking at the same ledgers may not.

    Where candidates lose it

    The common answer is 90%, mixing up the chance of a flag given a problem with the chance of a problem given a flag. Interviewers ask this precisely because the confusion is so natural.

    The second slip is forgetting the false alarms entirely and answering 100% or near it. Write the four groups of 1,000 down, 90, 10, 135 and 765, before you compute anything.

    What the interviewer asks next

    • A second independent review also flags it. What is the chance now?
    • How would the answer change if only 2% of targets had problems?
    • Which matters more to a fund, the false alarm rate or the miss rate, and why?
  10. 070A Rs 1,000 crore fund charges a 2% management fee on commitments for its first five years, then 1.5% on invested capital of Rs 800 crore for the next five. What are total management fees over the fund's life?Fund economics numeracyWarm upSecondaries and fund of funds

    Try it first

    Total management fees over ten years?

    Show the worked solution

    Rs 160 crore, or 16% of commitments. In years one to five the fee is 2% of Rs 1,000 crore, Rs 20 crore a year, Rs 100 crore in all. In years six to ten it is 1.5% of the Rs 800 crore invested, Rs 12 crore a year, Rs 60 crore in all. The early fees are charged on the full commitment, whether or not the money has been invested yet.

    Why does the base change halfway through?

    Think of a gym that charges full membership from the day you sign, even before you start going, and then a lower fee once you only use part of the facilities. During the investment period, fees are charged on what investors have promised, because the manager is busy finding deals; afterwards they usually drop to what is actually invested, because the job shifts to managing what was bought. The rates and bases differ from fund to fund, so read the agreement rather than assuming.

    Ten years of management fees, Rs crore: charged on promises first, then on money at work20Yr 120Yr 220Yr 320Yr 420Yr 512Yr 612Yr 712Yr 812Yr 912Yr 102% of 1,000 committed5 x 20 = 1001.5% of 800 invested5 x 12 = 60Total fees over ten yearsRs 160 crore = 16% of commitmentsYears 1 to 5 charge on the full 1,000even while much of it is still uninvested
    The fund charges Rs 20 crore a year for five years on Rs 1,000 crore of commitments and Rs 12 crore a year for five more on Rs 800 crore invested, a total of Rs 160 crore, 16% of commitments.
    The relationship
    F=5×2%×1,000+5×1.5%×800=100+60=160F = 5 \times 2\% \times 1{,}000 + 5 \times 1.5\% \times 800 = 100 + 60 = 160
    2% x 1,000the annual fee on commitments in years 1 to 5
    1.5% x 800the annual fee on invested capital in years 6 to 10
    What it says in wordsAdd the fees of each phase: rate times base times the years it applies.

    Why does an investor in the fund care about this number?

    Because fees come out of the investors' money before any profit is shared. Rs 160 crore of fees on Rs 1,000 crore of commitments means the investments must earn back 16% before the investors are even whole on what they put in. The early fees bite hardest: if only Rs 200 crore were invested in year one, an illustrative figure, the Rs 20 crore fee would be 10% of the money actually at work. That is why investors care about the fee base as much as the rate.

    Where candidates lose it

    The common slip is applying 2% to the full Rs 1,000 crore for all ten years and answering Rs 200 crore. The question gives a step-down in both rate and base; using it is the whole point.

    The second is computing the second phase as 1.5% of 1,000. After the investment period the base is the Rs 800 crore invested, not the original promise.

    What the interviewer asks next

    • If the fund also charges 20% carry over an 8% hurdle, what else must you know to estimate total cost?
    • How would fee offsets from portfolio company charges change the total?
    • Why do investors push for fees on invested rather than committed capital?
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