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Debt Capital Markets puzzles, solved step by step

Puzzles
100
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All topicsLeverage, coverage and cash flow9Mental maths and numeracy8Estimation and market sizing7Logic and brainteasers8Cost of capital and valuation riddles7Bond pricing and yield7Compounding, PIK and fees6Issuance and refinancing arithmetic8Credit spreads and default probability8Duration and convexity8Capital structure and recovery8Probability and expected value10Yield curve and forward rates6
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Showing 31–40 of 100
  1. 031Without a calculator, estimate 1.07 to the power 5. Then check how close the rule of 72 gets to the doubling time at 7%.Mental maths and numeracyCoreFixed income asset management

    Try it first

    Your first instinct for 1.07 to the power 5?

    Show the worked solution

    1.07 to the fifth is about 1.40, 1.4026 exactly, and the rule of 72 gives a doubling time of 10.29 years against a true 10.24. Expand it: 1 plus 5 x 0.07 plus 10 x 0.0049 is already 1.399. The rule of 72 is out by about 15 days over a decade, well inside any rounding a desk cares about.

    How do you get 1.07 to the fifth in your head?

    A savings account paying 7% a year gives you Rs 7 on every Rs 100 in the first year. In the second year you earn Rs 7 on the original Rs 100 again, plus 49 paise on the first year's Rs 7. Compounding is simple interest plus interest on interest, and for small rates over a few years the first correction does almost all the work. That is why the expansion below settles so quickly.

    The relationship
    1.075=1+5(0.07)+10(0.07)2+10(0.07)3+…=1+0.35+0.049+0.0034+…≈1.40261.07^5 = 1 + 5(0.07) + 10(0.07)^2 + 10(0.07)^3 + \ldots = 1 + 0.35 + 0.049 + 0.0034 + \ldots \approx 1.4026
    5, 10, 10the number of ways to pick one, two or three of the five years, from the binomial expansion
    0.07^2 = 0.0049interest earned on one year's interest
    What it says in wordsAdd simple interest, then the pairs of years, then the triples; each layer is about a tenth the size of the last.

    A second route checks the first. Square 1.07 to get 1.1449, square again to get about 1.3108, then multiply by 1.07: 1.3108 plus 7% of it, which is 0.0918, gives 1.4026. Two methods landing on the same number is the thing to say out loud; it tells the interviewer you do not trust a single chain of mental arithmetic.

    Rs 1 at 7%: 1.40 after five years, doubled just after year ten1.01.41.82.203571012Yearssimple interest, 1.84year 5: 1.4026doubles at 10.24yrule of 72: 10.29y1.07 to the 5th, term by term11.0000+ 5 x 0.071.3500+ 10 x 0.00491.3990+ 10 x 0.000341.4024+ 5 x 0.0000241.4026Three terms get 1.399
    One rupee at 7% compounds to 1.4026 after five years and to 2 at 10.24 years, a whisker before the rule of 72's 10.29 years, while simple interest reaches only 1.70 by year ten.

    How good is the rule of 72 at 7%?

    The exact doubling time is the log of 2 over the log of 1.07, 10.245 years. The rule of 72 gives 72 over 7, 10.286 years. The error is about 15 days in ten years, because 72 is tuned to rates near 8% and 7% is close enough. At 2% the rule of 70 does better; at 20% the rule of 72 starts to drift, since the true figure is 3.8 years against its 3.6. Knowing where a shortcut breaks is worth as much as the shortcut.

    The desk use is fast sanity checking. If a 7% bond's coupons are reinvested at 7%, Rs 100 grows to about Rs 140 in five years and Rs 200 in a little over ten. Simple interest would reach only Rs 170 by year ten, so the gap between the two lines in the picture is what reinvestment is worth.

    Where candidates lose it

    The common wrong answer is 1.35: five times 7% with no compounding. Candidates who know better sometimes jump to 1.5 because it feels bigger, without a method behind it.

    The other loss is reciting the rule of 72 without checking it. The interviewer wants the exact figure or a reason the rule is close here; say that 72 over 7 is 10.29 and the truth is about 10.24.

    What the interviewer asks next

    • Estimate 1.07 to the power 10 from your answer.
    • At what rate does money double in exactly 8 years, roughly?
    • Why is the rule of 69.3 exact for continuous compounding?
  2. 032The leverage covenant is 4.0x. Debt is Rs 800 crore and EBITDA has dropped to Rs 180 crore, so leverage is 4.44x. The sponsor can inject equity either as a cure counted in EBITDA or as a prepayment of debt. How much does each route need?Leverage, coverage and cash flowHardLeveraged financePrivate credit

    Try it first

    Which route needs less sponsor cash, and by roughly how much?

    Show the worked solution

    The EBITDA cure needs Rs 20 crore; the prepayment needs Rs 80 crore. To reach 4.0x with debt of 800, EBITDA must be 200, so the cure adds 20. To reach 4.0x with EBITDA of 180, debt must be 720, so the prepayment is 80. The cure is four times cheaper because each rupee of EBITDA supports four rupees of debt, which is why lenders cap how often and how much a cure can count.

    Why does the same covenant give two very different cheque sizes?

    A bank lets you borrow up to four times your monthly salary. If you are over the limit, you can either repay some of the loan or show a higher salary. Showing Rs 1,000 more salary makes room for Rs 4,000 of loan, so it takes a quarter as much money to fix. A leverage ratio has debt on top and EBITDA underneath, and at a 4.0x test a rupee added below does the work of four rupees removed above. An equity cureA right in a loan agreement letting the owner inject cash to fix a covenant breach, with the cash treated as if it were extra EBITDA for the test. exploits exactly that.

    The relationship
    Cure=8004.0−180=20Prepay=800−4.0×180=80\text{Cure} = \frac{800}{4.0} - 180 = 20 \qquad \text{Prepay} = 800 - 4.0 \times 180 = 80
    800debt, Rs crore
    180EBITDA after the drop, Rs crore
    4.0the maximum leverage the covenant allows
    What it says in wordsSolve the ratio for the EBITDA that passes at today's debt, and for the debt that passes at today's EBITDA.
    Two ways back to 4.0x: add Rs 20 crore of EBITDA or repay Rs 80 croreCure counted in EBITDADebt 800+20 cureEBITDA 200 x 4Leverage 800 / 200 = 4.0xSponsor cash needed: Rs 20 crorePrepay debt-80 repaidDebt 720EBITDA 180 x 4Leverage 720 / 180 = 4.0xSponsor cash needed: Rs 80 crore
    Adding Rs 20 crore of cure to EBITDA takes leverage from 4.44x to 4.0x with debt unchanged, while prepayment needs Rs 80 crore of debt repaid to reach the same 4.0x, four times the cash.

    Why do lenders limit equity cures?

    Because the cure is cosmetic for the covenant. Rs 20 crore of one-off equity counted as EBITDA does not make the business earn more; it makes the ratio pass for the test periods it is counted in. The lenders still hold Rs 800 crore against a business earning Rs 180 crore. So documents typically cap how many cures are allowed over the life, forbid them in consecutive quarters, cap the amount at what is needed to pass, and stop the cure cash counting as EBITDA for anything else, such as the room to pay dividends.

    One wrinkle is worth saying. Some documents also let the cure cash sit on the balance sheet and be netted against debt. Then you solve 800 minus x over 180 plus x equals 4.0, and x falls to Rs 16 crore. Lenders resist that double count for the same reason: one rupee should not fix both halves of the ratio.

    Where candidates lose it

    The common answer is Rs 80 crore either way, from candidates who only think about paying down debt. They miss that the question offered a cure counted in EBITDA precisely to see whether you notice the ratio's multiplier.

    The second loss is getting Rs 20 crore and stopping. The interviewer wants to hear why lenders cap cures: the business still earns Rs 180 crore, and a cure hides that for a quarter.

    What the interviewer asks next

    • EBITDA falls again to Rs 170 crore next quarter. What cure is needed, and is a second cure likely to be allowed?
    • The cure cash can also be netted from debt. What is the smallest cheque now?
    • Why might a sponsor choose to prepay even though the cure is cheaper?
  3. 033EBITDA is Rs 240 crore. The lender requires EBITDA interest cover of at least 2.5x and leverage of at most 4.0x, and debt costs 11%. What is the maximum debt, and which test binds?Leverage, coverage and cash flowCoreLeveraged financeCorporate banking

    Try it first

    Which test sets the limit here?

    Show the worked solution

    Maximum debt is about Rs 872.7 crore, and the interest cover test binds. Cover of 2.5x on EBITDA of 240 allows interest of 96; at 11% that is Rs 872.7 crore of debt. Leverage of 4.0x would allow Rs 960 crore, but the rate is too high for the business to carry it. The two tests meet at a 10% rate; above that, coverage is the tighter limit.

    Why run both tests instead of just the leverage one?

    A household can be told it may borrow up to four years of income, but it also has to afford the monthly instalment. When interest rates are high, the instalment test fails first, long before the four-years rule does. Leverage measures how much debt there is; interest cover measures whether the business can pay for it, and the rate decides which one runs out first. A lender sizing debt computes both and lends the lower.

    The relationship
    Dcover=240/2.511%=960.11≈872.7Dlev=4.0×240=960D_{\text{cover}} = \frac{240 / 2.5}{11\%} = \frac{96}{0.11} \approx 872.7 \qquad D_{\text{lev}} = 4.0 \times 240 = 960
    240EBITDA, Rs crore
    2.5minimum EBITDA over interest
    11%the interest rate on the debt
    4.0maximum debt over EBITDA
    What it says in wordsCover caps the interest bill, and the rate turns that bill into a debt amount; leverage caps the debt directly.
    At 11%, the interest cover test runs out before the leverage testCoverage cap240 / 2.5 = 96 of interest, / 11%872.7Leverage cap4.0 x 240960.0Max debt: Rs 872.7 crore,3.64x EBITDA, not 4.0x6001,0001,4006%8%10%12%14%Interest rate on the debtleverage cap 960coverage cap = 96 / ratecross at 10%at 11%: 873
    At 11% the coverage test allows Rs 872.7 crore of debt against Rs 960 crore under the leverage test, so coverage binds; the two limits cross at a 10% rate, and every point above that belongs to coverage.

    At what rate do the two tests swap?

    Set them equal: 96 divided by the rate equals 960, so the rate is 10%. Above 10%, coverage binds; below it, leverage binds. That is the general rule to leave the interviewer with: the crossover rate is one over the leverage multiple times the cover multiple, 1 over 4.0 times 2.5, which is 10%. When rates rise, the same business can borrow less even though its EBITDA has not changed, and lenders who size on leverage alone find their borrowers failing cover tests a year later.

    Say the limits. EBITDA interest cover ignores capex and tax, so a lender who worries about cash will also run a fixed charge test, which can bind lower still. And the effective leverage here is 3.64x, not the 4.0x the term sheet headline suggests; quoting 4.0x to the borrower would promise debt the second test will not allow.

    Where candidates lose it

    Most candidates run the leverage test, get Rs 960 crore, and stop. The rate was given for a reason, and at 11% that debt would leave cover at 2.27x, a breach on day one.

    The second miss is getting Rs 872.7 crore without saying why the answer changes with rates. The crossover at 10% is the insight that makes this more than arithmetic.

    What the interviewer asks next

    • Rates fall to 9%. What is the maximum debt now, and which test binds?
    • The lender adds a fixed charge cover test of 1.3x with capex of Rs 60 crore and tax of Rs 30 crore. Does that bind?
    • Why might a borrower accept a higher rate for a looser cover covenant?
  4. 034What is 1 basis point worth on Rs 2,500 crore for a year, for a quarter and for one day?Mental maths and numeracyWarm upSyndicate desks

    Try it first

    One basis point on Rs 2,500 crore for a year is:

    Show the worked solution

    Rs 25 lakh a year, Rs 6.25 lakh a quarter and about Rs 6,850 a day. A basis point is 0.0001, so Rs 2,500 crore times 0.0001 is Rs 0.25 crore, Rs 25 lakh a year. Divide by four for a quarter. Divide by 365 for a day, which gives Rs 6,849 on an actual/365 basis, or Rs 6,944 on a 360-day basis.

    Why would a desk ask something this simple?

    A shopkeeper who knows that one rupee off a product's price costs her Rs 3,000 a month in margin negotiates very differently from one who has to work it out after the customer leaves. Every pricing conversation in debt markets is in basis points, and the listener has to turn them into rupees on the deal in front of them instantly. An issuer who hears that 5 basis points is on the table wants to know that means Rs 1.25 crore a year, not to wait for a spreadsheet.

    The relationship
    2,500 crore×0.0001=0.25 crore=25 lakh a year2{,}500 \text{ crore} \times 0.0001 = 0.25 \text{ crore} = 25 \text{ lakh a year}
    0.0001one basis point, a hundredth of one per cent
    0.25 crorea quarter of Rs 1 crore, which is Rs 25 lakh
    What it says in wordsMultiply the deal size by one ten-thousandth, then convert crore to lakh by multiplying by 100.
    One basis point on Rs 2,500 crore, cut three waysA year2,500 crore x 0.0001Rs 25,00,000Rs 25 lakhA quarter25 lakh / 4Rs 6,25,000Rs 6.25 lakhA day, actual/36525 lakh / 365Rs 6,849about Rs 6,850Over a 5-year deal: Rs 25 lakh a year for 5 years, discounted at 8%, is worth about Rs 99.8 lakh, roughly Rs 1 crore
    One basis point on Rs 2,500 crore is Rs 25 lakh a year, Rs 6.25 lakh a quarter and Rs 6,849 a day on an actual/365 basis, and five years of it discounted at 8% is worth about Rs 99.8 lakh today.

    What changes when the basis point is on price instead of coupon?

    The numbers above are one basis point of coupon or spread, paid each year. A basis point of yield on a bond's price is a different quantity. A one basis point move in yield changes a bond's value by roughly its duration times the notional times 0.0001, so on a five-year bond with duration near 4 it is about Rs 1 crore, not Rs 25 lakh. The two agree once you see why: five years of Rs 25 lakh, discounted at 8%, is worth about Rs 99.8 lakh today. Duration is roughly the present value of a stream of basis points.

    Day counts are the last detail worth a sentence. Many rupee bonds count actual days over 365, while money market instruments and many floating rate loans elsewhere use 360; confirm the convention in the term sheet rather than assume it. The difference on one day is about Rs 95 here, trivial on a day and material over a large book, which is why the convention is always named in the documents.

    Where candidates lose it

    The common slip is a zero: Rs 2.5 lakh or Rs 2.5 crore, because crore, lakh and 0.0001 are three unit changes in one line. Say the steps aloud: 0.0001 of 2,500 crore is 0.25 crore, which is 25 lakh.

    The second loss is treating a basis point of yield and a basis point of coupon as the same thing. On a five-year deal they differ by a factor of about four, and a syndicate desk will ask which one you mean.

    What the interviewer asks next

    • An issuer saves 7 basis points on a Rs 2,500 crore, 5-year deal. What is that worth today at 8%?
    • What is the price value of a basis point on Rs 2,500 crore of a bond with modified duration 6.5?
    • Why do money market instruments often use a 360-day year?
  5. 035Estimate the annual working capital credit demand of small grocery shops in a city of 1 crore people. State each assumption.Estimation and market sizingCoreCorporate bankingIndian debt capital markets

    Try it first

    What drives the size of a shop's working capital need most directly?

    Show the worked solution

    Roughly Rs 270 crore of bank working capital credit outstanding, within a range of about Rs 150 to Rs 430 crore. A city of 1 crore has about 25 lakh households; at one shop per 100 households that is 25,000 shops. At Rs 50 lakh of sales each, they sell Rs 12,500 crore a year. Thirty days of stock less ten of supplier credit leaves 20 days to fund, Rs 685 crore, and banks fund an assumed 40%.

    What exactly are you sizing?

    A grocer pays the wholesaler for rice and oil before customers buy them. The money stuck on the shelves in between is the working capital, and a bank limit fills the part that the owner's own cash and the wholesaler's credit do not cover. The answer is a balance outstanding, the credit tied up at any moment through the year, not the total of every rupee drawn and repaid. Saying that first stops the interviewer wondering whether you are sizing sales or credit.

    Now build it from people. A city of 1 crore at 4 people a household is 25 lakh households. Assume one small grocery shop per 100 households: 25,000 shops. Assume each sells Rs 50 lakh a year, so all of them sell Rs 12,500 crore. Check that against households: Rs 12,500 crore over 25 lakh households is about Rs 4,167 a month each at the local shop, a plausible share of a family's grocery bill. If it looked absurd, one of the first three links would be wrong.

    City of 1 crore: from people to a bank limit, one link at a timePeople1 crore4 per householdHouseholds25 lakh1 shop per 100Grocery shops25,000Rs 50 lakh sales eachSales a yearRs 12,500 cr20 days net to fundBank creditRs 274 cr40% bank financedDays of sales tied up in stock, and who funds themsuppliers 10bank 8owner 1230 days of stockStock Rs 1,027 crore, less supplier credit, leaves Rs 685 crore; 40% from banks is Rs 274 croreRange: Rs 154 to Rs 428 crore outstanding, as net days run 15 to 25 and the bank share 30% to 50%About Rs 1.1 lakh of limit per shop: check it against what a lender to small shops sanctions
    A city of 1 crore gives about 25,000 grocery shops selling Rs 12,500 crore a year; with 30 days of stock and 10 days of supplier credit, 20 days of sales, Rs 685 crore, need funding, and banks at 40% provide about Rs 274 crore.

    How do stock days turn into a rupee need?

    The relationship
    Bank credit=Sales×stock days−supplier days365×bank share=12,500×20365×0.4≈274\text{Bank credit} = \text{Sales} \times \frac{\text{stock days} - \text{supplier days}}{365} \times \text{bank share} = 12{,}500 \times \frac{20}{365} \times 0.4 \approx 274
    12,500annual sales of all the shops, Rs crore
    20days of sales the shops must fund themselves, 30 of stock less 10 of supplier credit
    0.4assumed share of that gap funded by banks rather than owners or informal lenders
    What it says in wordsDaily sales times the days of funding gap gives the money tied up; the bank share gives the part that shows up as bank credit.

    Each shop then carries about Rs 1.1 lakh of bank limit. A range is more honest than a point here, because the bank share is the weakest assumption: much small-shop credit comes from wholesalers, family and informal lenders. Moving net days between 15 and 25 and the bank share between 30% and 50% spreads the answer from about Rs 154 crore to Rs 428 crore. Customer credit, the running tab a grocer gives regular families, would add to the need; five days of it at the same bank share adds about Rs 68 crore.

    Where candidates lose it

    Candidates often size annual sales and present that as the credit need. Rs 12,500 crore of sales is not Rs 12,500 crore of borrowing; only the days of sales tied up in stock need funding, and only part of that comes from banks.

    The second loss is skipping the sanity check. Dividing sales back to a monthly spend per household takes ten seconds and shows the interviewer your chain holds together.

    What the interviewer asks next

    • Wholesalers extend supplier credit from 10 to 20 days. What happens to bank credit demand?
    • How would you size the same market for a digital lender that underwrites on shop sales data?
    • Which of your assumptions would a small-business lender know best?
  6. 036An unlevered beta is 0.8 and the tax rate 25%. The company moves to a debt-to-equity ratio of 1.0. What is the levered beta, and what happens to the cost of equity if the risk-free rate is 7% and the market premium 6%?Cost of capital and valuation riddlesCoreCorporate banking

    Try it first

    What is the levered beta?

    Show the worked solution

    The levered beta is 1.4, and the cost of equity rises from 11.8% to 15.4%. Multiply the unlevered beta of 0.8 by 1 plus the after-tax debt-to-equity ratio, 0.75 x 1.0, which is 1.75. At a 7% risk-free rate and a 6% premium, equity then costs 7% plus 1.4 x 6%. Debt is cheaper than equity, but adding it makes the remaining equity riskier, so shareholders demand more.

    Why does borrowing make the shares riskier?

    Two friends each own half of a Rs 10 lakh tea stall. If sales drop and the stall's value falls 10%, each loses Rs 50,000. Now suppose the stall was bought with Rs 5 lakh of loan and only Rs 5 lakh of their own money. The same 10% fall costs Rs 1 lakh, and the lender still gets repaid in full, so the owners lose 20% of their stake. Debt does not change how risky the business is; it concentrates that risk onto a smaller slice of equity. Beta measures that sensitivity, so it rises with leverage.

    The relationship
    βL=βU [1+(1−t) D/E]=0.8×(1+0.75×1.0)=1.4\beta_L = \beta_U\,[1 + (1 - t)\,D/E] = 0.8 \times (1 + 0.75 \times 1.0) = 1.4
    \beta_Uunlevered beta, the business's own risk, 0.8
    ttax rate, 25%
    D/Edebt to equity at market value, 1.0
    \beta_Lthe beta of the shares once the debt is in place
    What it says in wordsScale the business beta by how much debt sits in front of each rupee of equity, after the tax saving on interest.
    Leverage adds a financial risk premium on top of the business riskUnlevered beta0.8business risk onlyLeverage factor1 + 0.75 x 1.0= 1.75Levered beta1.400.8 x 1.75Cost of equity15.4%7% + 1.4 x 6%Cost of equity, per centBefore, no debtrisk-free 7.0business 4.811.8%After, D/E 1.0risk-free 7.0business 4.8financial 3.615.4%
    The unlevered beta of 0.8 scaled by 1.75 gives a levered beta of 1.4, which lifts the cost of equity from 11.8% to 15.4% by adding 3.6 points of financial risk to 7% risk-free and 4.8 points of business risk.

    If debt is cheaper, why does the cost of equity go up?

    Because shareholders are paid last. The cost of equity rises from 11.8% to 15.4%, and the 3.6 points added are the price of standing behind the lenders. The overall cost of capital may still fall, because half the funding is now debt that costs less and whose interest is tax deductible. That is the trade-off the desk is testing: cheaper money in, pricier equity as a result, and the tax shield decides the net.

    Say the assumptions. This formula, usually credited to Robert Hamada, treats the debt as riskless, a beta of zero; for a heavily indebted company that overstates how much risk the equity carries alone. It also assumes the debt ratio stays at 1.0. Without the tax term the levered beta would be 1.6, so 1.4 sits between the unlevered 0.8 and that upper bound.

    Where candidates lose it

    The common slip is leaving the beta at 0.8 because the business has not changed. The business has not, but the shares have: they now absorb the same swings on a smaller base.

    The second is forgetting the tax term and answering 1.6. Say which formula you are using and why the tax shield softens the effect, because interviewers often follow up by asking what happens with no tax.

    What the interviewer asks next

    • The company's debt itself has a beta of 0.2. How does the levered beta change?
    • What debt-to-equity ratio would push the cost of equity to 18%?
    • Why do you unlever comparable companies' betas before re-levering at your target structure?
  7. 037You have a 3-litre and a 4-litre bottle and unlimited water. How do you measure exactly 2 litres and exactly 5 litres, and which whole-litre amounts up to 7 can you make?Logic and brainteasersWarm upNomuraNew York · 2026

    Try it first

    How many of the amounts 1 to 7 litres can you measure, counting water held across both bottles?

    Show the worked solution

    For 2 litres: fill the 3, pour it into the 4, fill the 3 again and top up the 4; exactly 2 litres stay in the 3-litre bottle. For 5: fill the 4, pour into the 3 to leave 1, empty the 3, move the 1 into it, then fill the 4, for 1 plus 4. Every whole amount from 1 to 7 is possible, because 3 and 4 differ by 1.

    What moves are you actually allowed?

    Three: fill a bottle to the top, empty it, or pour from one into the other until the first is empty or the second is full. The only amounts you can know for certain are full bottles and what is left after a pour stops at a full bottle, so every measurement is built from 3s and 4s. Think of it as making change with only Rs 3 and Rs 4 coins, where you are also allowed to hand coins back.

    Every fill, pour and empty moves water in steps of 3 and 42 litres0/30/4Start3/30/4Fill the 30/33/4Pour 3 into 43/33/4Fill the 3 again2/34/4Pour into 4 until full5 litres0/34/4Fill the 43/31/4Pour 4 into 30/31/4Empty the 31/30/4Pour the 1 into 31/34/4Fill the 4Read each pair as litres in the 3-litre bottle / 4-litre bottle. Lime marks the target amount.
    Four moves leave 2 litres in the 3-litre bottle after the 4-litre bottle is topped up, and five moves put 1 litre in the 3-litre bottle beside a full 4-litre bottle, which together hold exactly 5 litres.

    Why can you reach every amount from 1 to 7?

    Because 4 minus 3 is 1, and once you can make 1 you can make anything by adding bottles. The amounts you can measure are exactly the combinations of 3 and 4 that fit in the bottles, and since the two sizes share no common factor, every whole litre up to their total of 7 is reachable. One litre: fill the 4 and pour into the 3. Three and four: fill one bottle. Five: 1 plus a full 4. Six: 3 in each. Seven: both full.

    The relationship
    gcd⁡(3,4)=1  ⇒  3a+4b can equal any whole number\gcd(3, 4) = 1 \;\Rightarrow\; 3a + 4b \text{ can equal any whole number}
    gcdthe greatest common divisor, the largest number dividing both sizes
    a, bhow many times you add or remove each bottle's volume, positive or negative
    What it says in wordsWhen the bottle sizes share no factor, their combinations reach every whole number.

    The same rule tells you when a puzzle has no answer. With a 4-litre and a 6-litre bottle, every amount you can make is even, so 5 litres is impossible, and you can say so without trying a single pour. Interviewers like that sentence more than the pouring itself, because it shows you found the structure rather than a lucky sequence.

    Where candidates lose it

    Candidates start pouring at random and lose track of the state, which in a phone interview is fatal because the interviewer cannot see your paper. Say each state as a pair, litres in the 3 then litres in the 4, after every move.

    The second miss is solving 2 litres and freezing on 5, which cannot fit in either bottle. The question is asking for water held across both bottles, and saying that out loud is half the answer.

    What the interviewer asks next

    • With a 5-litre and a 7-litre bottle, what is the fewest number of moves to measure 1 litre?
    • Can you measure 5 litres with a 4-litre and a 6-litre bottle? Prove it either way.
    • How does this relate to what bond sizes you can build from fixed lot sizes?

    Asked at Nomura, Equity Capital Markets, New York, 2026 (Wall Street Oasis): How much water can you fill using 1 3liter and 1 4liter bottle using each other?

  8. 038Loan A is Rs 50 crore to a borrower with a 1% default probability, secured so that loss given default is 20%. Loan B is Rs 20 crore unsecured, with a 3% default probability and 75% loss given default. Which has the larger expected loss?Credit spreads and default probabilityCoreCorporate bankingCredit research

    Try it first

    Which loan loses more on average each year?

    Show the worked solution

    Loan B, with an expected loss of Rs 0.45 crore against Rs 0.10 crore for Loan A. Expected loss is exposure times default probability times loss given default. Loan A: 50 x 1% x 20% is Rs 10 lakh. Loan B: 20 x 3% x 75% is Rs 45 lakh, 4.5 times as much on a loan less than half the size. Security and borrower quality matter more than the headline amount.

    What goes into expected loss?

    Imagine lending your bicycle to two friends. One borrows the expensive one but always returns things and leaves his phone as a deposit; the other borrows a cheap one, loses things often, and leaves nothing. What you expect to lose depends on how much you lend, how likely it is to go wrong, and how much you get back if it does, multiplied together. Lenders write those three as EAD, PD and LGD.

    The relationship
    EL=EAD×PD×LGDA:50×0.01×0.20=0.10B:20×0.03×0.75=0.45EL = EAD \times PD \times LGD \qquad A: 50 \times 0.01 \times 0.20 = 0.10 \qquad B: 20 \times 0.03 \times 0.75 = 0.45
    EADexposure at default, the amount owed if the borrower defaults, Rs crore
    PDprobability of default over the year
    LGDloss given default, the share of the exposure lost after recoveries
    What it says in wordsExpected loss is how much is at risk, times how likely a default is, times how much of it would be lost.
    The smaller loan carries 4.5 times the expected lossLoan A: securedExposure (EAD)Rs 50 croreDefault probability (PD)1%Loss if default (LGD)20%Expected loss = EAD x PD x LGDRs 0.10 crore= Rs 10 lakh a year0.20% of the loanLoan B: unsecuredExposure (EAD)Rs 20 croreDefault probability (PD)3%Loss if default (LGD)75%Expected loss = EAD x PD x LGDRs 0.45 crore= Rs 45 lakh a year2.25% of the loan
    Loan A's large Rs 50 crore exposure is offset by a 1% default probability and a 20% loss given default, for an expected loss of Rs 0.10 crore, while Loan B's Rs 20 crore at 3% and 75% gives Rs 0.45 crore, 4.5 times as much.

    What does the answer mean for pricing?

    Express each loss as a rate on the loan. Loan A costs 0.2% a year in expected losses; Loan B costs 2.25%, so B needs roughly two points more of spread just to break even on credit losses. Two factors did that. The default probability tripled, and the lack of security nearly quadrupled the loss when things go wrong. Security is why a secured loan to a weaker borrower can be safer than an unsecured loan to a stronger one.

    Say the limit. Expected loss is an average; it covers the cost of doing business, not the bad year. A credit portfolioA book of many loans, where losses depend on how many default together, not only on each loan alone. with a few large loans can lose far more than its expected loss when one of them fails. Loan A's Rs 10 lakh expected loss hides a Rs 10 crore hit if it defaults, which is why lenders hold capital for unexpected loss as well.

    Where candidates lose it

    The instinctive answer is Loan A because it is bigger. The interviewer chose a large, safe, secured loan against a small, risky, unsecured one precisely to see whether you multiply all three factors or anchor on size.

    The second loss is multiplying by the recovery rate instead of the loss rate: 80% for A and 25% for B. Say LGD is the share lost, not the share recovered, before you multiply.

    What the interviewer asks next

    • What spread over funding cost would Loan B need to cover expected loss and still earn 1% a year?
    • Loan A's collateral value halves. What happens to its LGD and expected loss?
    • Why is expected loss not enough to set how much capital a bank holds?
  9. 039One-year money yields 7% and two-year money yields 7.6%, both annually compounded. What one-year rate, one year from now, does the curve imply, and why is it above both spot rates?Yield curve and forward ratesCoreFixed income asset management

    Try it first

    Roughly where is the one-year rate, one year forward?

    Show the worked solution

    The implied one-year rate a year from now is about 8.20%. Rs 100 at 7.6% for two years grows to 115.78. Rs 100 at 7% for one year grows to 107, so the second year must turn 107 into 115.78: a rate of 8.20%. It is above both spot rates because the two-year rate is an average, and the second year has to be high enough to pull the 7% first year up to 7.6%.

    What does a forward rate actually mean?

    You can reach the next town by the highway in one go or by a side road with a stop halfway. If both leave at the same time and arrive at the same time, the second leg of the side road must make up whatever speed the first leg lost. A forward rate is the rate for the second leg that makes lending for two years in one go pay exactly the same as lending for one year and rolling over. If the two routes paid differently, everyone would take the better one until they did not.

    The relationship
    (1.076)2=(1.07)(1+f)  ⇒  f=1.1577761.07−1≈8.20%(1.076)^2 = (1.07)(1 + f) \;\Rightarrow\; f = \frac{1.157776}{1.07} - 1 \approx 8.20\%
    1.076^2growth of 1 rupee over two years at the 2-year spot rate
    1.07growth over the first year at the 1-year spot rate
    fthe one-year rate one year from now implied by the curve
    What it says in wordsTwo years at the long rate must equal one year at the short rate followed by one year at the forward.
    Two roads to year 2 must end in the same placeTodayYear 1Year 2Rs 100107.60107.00115.787.6% for year 17.6% for year 27.0% for year 1forward 8.20%the unknown
    Rs 100 at 7.6% for two years reaches 115.78, and Rs 100 at 7% for one year reaches 107.00, so the second year must earn 8.20% for the two routes to end at the same value.

    Why must the forward sit above both spot rates?

    Because the two-year rate is roughly the average of the two one-year legs. If the first leg earns 7% and the average is 7.6%, the second leg must earn about 7.6% plus the 0.6 the first leg fell short, roughly 8.2%. The quick approximation is two times 7.6 less 7, which is 8.2%; compounding adds the last few hundredths to give 8.20%. On an upward sloping curve, forwards always sit above the spot rates, and the steeper the curve, the further above.

    Say what the forward is not. It is not a forecast of where one-year rates will be; it is the break-even rate that makes the two routes equal today. If investors demand extra yield for locking money up longer, a term premium, the forward will sit above what the market truly expects. A desk uses it to price a forward starting loan or to judge whether rolling short or locking long is cheaper.

    Where candidates lose it

    The common wrong answer is 7.3%, the midpoint of the two spot rates. It treats the forward as a point between them rather than as the missing piece that makes the average work.

    The second trap is presenting the forward as a prediction of future rates. State that it is the rate that equalises the two routes, and mention the term premium if the interviewer pushes.

    What the interviewer asks next

    • The three-year rate is 8.0%. What is the one-year rate two years forward?
    • If the curve were inverted, 7.6% at one year and 7% at two, where would the forward sit?
    • How would you lock in the forward rate today using only spot borrowing and lending?
  10. 040A perpetual bond pays Rs 8 a year forever and trades at Rs 100. The market yield falls to 6.4%, and in a second scenario rises to 9.6%. What is the price in each case, and why is the gain bigger than the loss for the same 1.6 point move?Bond pricing and yieldCoreFixed income asset management

    Try it first

    What happens to the price for each move?

    Show the worked solution

    The price is 125 at 6.4% and 83.33 at 9.6%: a gain of 25 against a loss of 16.67. A perpetuity is worth its coupon divided by the yield, so 8 over 0.064 and 8 over 0.096. The price-yield curve is bowed, not straight, which is convexity: for the same move either way, the price rises more than it falls, and the gap grows with the size of the move.

    How do you price a bond that never matures?

    Think of a shop that pays you Rs 8 of rent every year forever. If you want an 8% return, you will pay Rs 100 for it; if 6.4% is enough, you will pay Rs 125, because 6.4% of 125 is 8. A perpetuity's price is simply its annual payment divided by the yield investors demand. No maturity, no final repayment, no discounting table: one division does all the work.

    The relationship
    P=Cy80.064=12580.096=83.33P = \frac{C}{y} \qquad \frac{8}{0.064} = 125 \qquad \frac{8}{0.096} = 83.33
    Cthe annual coupon, Rs 8
    ythe market yield as a decimal
    Pthe price investors will pay for the stream
    What it says in wordsThe price is the income divided by the return investors want on it.
    Price = 8 / yield: the curve bends, so the gain beats the loss60801001201401605.0%6.4%8.0%9.6%11.0%Market yield6.4%: 125.00 (+25.00)8%: 1009.6%: 83.33 (-16.67)chord midpoint 104.17Same 1.6point move+25.00-16.67
    On the curve 8 divided by the yield, a fall from 8% to 6.4% lifts the price by 25 to 125, while an equal rise to 9.6% cuts it by only 16.67 to 83.33, and the line joining the two points sits above 100 at 104.17.

    Why is the gain bigger than the loss?

    Because the price curve bends toward you. When yields fall, each extra basis point lifts the price more than the last, and when yields rise, each basis point cuts it less than the last, so equal moves produce unequal price changes in the holder's favour. That bend is convexityThe curvature of the price-yield relationship; positive convexity means prices gain more when yields fall than they lose when yields rise by the same amount.. The average of 125 and 83.33 is 104.17, above the starting 100, which is the whole idea in one number.

    A perpetuity has a lot of it, because its cash flows stretch to infinity. At 8% its duration is 1 over the yield, about 12.5 years, so a straight-line estimate would say 1.6 points moves the price about 20 either way. The truth, +25 and -16.67, shows how badly a duration-only estimate does on large moves for long bonds. The limit is that convexity helps only a holder of an option-free bond; a callable perpetual would lose most of that upside.

    Where candidates lose it

    The fast wrong answer is plus and minus 20, from a duration estimate applied to a big move. It is a sensible first approximation, but the interviewer chose a perpetuity and a 1.6 point move precisely so that the straight line would miss by five points.

    The second loss is getting 125 and 83.33 and not saying why they differ. Name convexity, and say that the gap grows with the size of the move.

    What the interviewer asks next

    • What is the modified duration of this perpetuity at 8%, and what price change does it predict for a 10 basis point move?
    • The issuer can call the perpetual at 100 after five years. What happens to the upside?
    • Why do long-dated bonds have more convexity than short ones?
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