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Debt Capital Markets puzzles, solved step by step

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  1. 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?
  2. 042A trader starts with 3 units of capital and stops at 0 or 6. Each trade wins or loses 1 unit. What is the probability of reaching 6 if each trade is a fair coin, and if the win probability is 55%?Probability and expected valueHardRisk managementFixed income asset management

    Try it first

    With a 55% edge on each trade, the chance of reaching 6 before 0 is closest to:

    Show the worked solution

    50% with a fair coin, and about 64.6% with a 55% win rate. With a fair coin, your capital is a fair bet, so the chance of reaching 6 from 3 is 3 over 6. With an edge, the chance is 1 over 1 plus (q over p) cubed, where q over p is 0.45 over 0.55. That gives 1 over 1.548, or 64.6%. Spread the same edge over walls ten times further away and it rises to about 99.8%.

    Why is the fair-coin answer simply 3 over 6?

    Picture a game where you and a friend toss a coin for Rs 1 until one of you is broke; you start with Rs 3, the friend with Rs 3. Every toss is fair, so on average nobody gains, and your expected wealth at the end must still be Rs 3. If the game ends at 0 or 6 and your expected ending wealth is 3, you must reach 6 exactly half the time. In general the fair-coin chance of reaching N from i is i over N.

    How does a 55% edge change it?

    The relationship
    P(reach N from i)=1−(q/p)i1−(q/p)N1−0.818231−0.81826=11+0.81823≈64.6%P(\text{reach } N \text{ from } i) = \frac{1 - (q/p)^i}{1 - (q/p)^N} \qquad \frac{1 - 0.8182^3}{1 - 0.8182^6} = \frac{1}{1 + 0.8182^3} \approx 64.6\%
    p, qchance of winning and losing each trade, 0.55 and 0.45
    q/p0.45 over 0.55, about 0.818
    i, Nstarting capital 3 and target 6
    What it says in wordsThe ratio of losing to winning odds, raised to the distance from each wall, sets how strongly the edge tilts the outcome.

    This is the classic gambler's ruinA random walk that stops at two walls, used to find the chance of hitting one wall before the other. set-up. A 55% edge on each trade turns into a 64.6% chance of doubling before going broke, a modest lift because the walls are only three steps away. The fair game takes 9 trades on average to finish, so the edge only gets a handful of chances to work.

    A small edge per trade becomes a big edge over many trades0%25%50%75%100%40%45%50%55%60%Chance of winning each tradefair coin: 50%start 3, target 6: 64.6%start 30, target 60: 99.8%
    Starting with 3 units and a target of 6, a 55% win rate gives a 64.6% chance of reaching the target, but with 30 units and a target of 60, still in steps of 1, the same edge gives 99.8%, because the edge has many more trades over which to work.

    That is the lesson a desk wants. The same edge, bet in smaller pieces relative to capital, almost removes the risk of ruin: starting at 30 with a target of 60 and 1-unit trades, the chance of success is 99.8%. Betting a large share of capital on each trade throws the edge away, because variance gets to end the game before the edge shows. The limit is the model itself: real trades do not win or lose exactly one unit, and edges are estimated, not known.

    Where candidates lose it

    The common wrong answer to the second part is 55%: candidates assume the per-trade edge equals the edge on the whole game. The game is many trades long, so the edge compounds, and the answer must be higher.

    The opposite error is guessing something near certainty. With walls only three steps away, variance still dominates; say {P42['prob']*100:.1f}% and then explain why position size, not the edge alone, drives the chance of ruin.

    What the interviewer asks next

    • What is the expected number of trades before the game ends with a fair coin?
    • With a 45% win rate, what is the chance of reaching 6?
    • How does this connect to the Kelly criterion for sizing a bet?
  3. 045A barbell of equal market values in 2-year and 10-year zeros and a bullet 6-year zero both yield 7% and have the same duration of 6. Rates move 100 basis points up, then separately 100 down. Which position does better in each case, and by how much?Duration and convexityHardFixed income asset managementSyndicate desks

    Try it first

    Rates jump 100 basis points in parallel. Which does better?

    Show the worked solution

    The barbell does better both ways, by about 0.065 per Rs 100 when rates rise and 0.075 when they fall. Up 100: the bullet loses 5.43, the barbell 5.36. Down 100: the bullet gains 5.80, the barbell 5.87. Duration is matched, so the difference is convexity, which the barbell has more of because its cash flows sit further apart.

    If the durations match, why do the results differ?

    Balance a see-saw with one child sitting in the middle, or with two children at the far ends. Both are balanced, but push the ends and the version with weight at the tips swings further. Duration measures where the weight of the cash flows sits on average; convexity measures how spread out it is, and the barbell's cash at years 2 and 10 is spread much wider than the bullet's single payment at year 6. For a zero, convexity grows roughly with maturity squared, so the 10-year leg adds far more than the 2-year leg takes away.

    The relationship
    Cbullet=6×71.072≈36.7Cbarbell=12⋅2×3+10×111.072≈50.7C_{\text{bullet}} = \frac{6 \times 7}{1.07^2} \approx 36.7 \qquad C_{\text{barbell}} = \tfrac{1}{2} \cdot \frac{2 \times 3 + 10 \times 11}{1.07^2} \approx 50.7
    T(T+1)/(1+y)^2convexity of a zero-coupon bond maturing in T years at yield y
    1/2each leg is half the barbell's market value
    What it says in wordsThe barbell averages a small and a very large convexity, which beats the single middle one.
    Same duration, but the barbell comes out ahead whichever way rates jumpValue change per Rs 100, 100 bp moves+5.80bullet+5.87barbellRates -100 bpbarbell ahead by 0.075-5.43bullet-5.36barbellRates +100 bpbarbell ahead by 0.0650.20.40.60.8-300-1000+100+300Parallel move, basis pointsBarbell minus bullet, per Rs 1000.770.52
    For a 100 basis point rise the barbell loses 5.36 per Rs 100 against 5.43 for the bullet, and for a 100 basis point fall it gains 5.87 against 5.80; the barbell's advantage grows with the size of the move, to about 0.52 at plus 300.

    How big is the advantage, and what does it cost in a real market?

    Small on a 100 basis point move: under a tenth of a rupee per Rs 100, about 6.5 paise on a rise and 7.5 on a fall. The advantage grows with roughly the square of the move, so at 300 basis points it is 0.52 to 0.77 per Rs 100, which is why convexity matters most in volatile markets. Price the positions by discounting each cash flow at the new flat yield, which is what the figures above do exactly rather than by the duration and convexity approximation.

    Now the honest limit. A flat curve where both positions yield 7% and convexity is free cannot last: buyers would all pick the barbell. In real markets the barbell usually yields a little less than the bullet, and that lower yield is the price of its convexity; whether it pays depends on how much rates actually move. The barbell also loses if the curve twists, for example if 2-year and 10-year yields rise while 6-year yields do not, a non-parallel move that duration and convexity for a single yield do not capture.

    Where candidates lose it

    The common wrong answer is that matched duration means matched results. It does to first order, for small moves, and the interviewer picked 100 basis points to push past that.

    The second trap is saying the barbell wins and stopping. Add the two caveats: in a real curve you pay for convexity through a lower yield, and a non-parallel move can hurt the barbell. Those two sentences separate a memorised answer from an understood one.

    What the interviewer asks next

    • What yield give-up on the barbell would make the two break even for a 100 basis point move either way?
    • The curve steepens: 2-year yields fall 50 and 10-year yields rise 50. Which position wins now?
    • Why do liability-matching investors often prefer bullets?
  4. 050An unlevered firm is worth Rs 2,000 crore. It adds Rs 800 crore of permanent debt at a 25% tax rate. Distress would cost 30% of firm value and the extra debt creates a 10% probability of distress. Is the firm worth more or less after the debt?Cost of capital and valuation riddlesHardCorporate bankingLeveraged finance

    Try it first

    Is the firm worth more or less with the debt?

    Show the worked solution

    Worth more: about Rs 2,134 crore, Rs 134 crore above the unlevered value. Permanent debt of Rs 800 crore at a 25% tax rate creates a tax shield worth 0.25 x 800, Rs 200 crore, lifting value to Rs 2,200 crore. Distress would destroy 30% of that, Rs 660 crore, but with a 10% chance the expected cost is Rs 66 crore. The shield wins unless the distress probability passes about 30%.

    Where does debt add value, and where does it take it away?

    A family that takes a home loan gets a tax deduction on the interest every year, a steady saving. But if the loan is too big and a job is lost, they may have to sell the house in a hurry at a poor price. Debt adds value through the tax saved on interest and subtracts value through the expected cost of financial distress; the net of the two decides whether borrowing helps. That balance is the {term('trade-off theory', 'The idea that a company chooses its debt level by weighing the tax benefit of interest against the expected costs of financial distress.')} of capital structure.

    The relationship
    VL=VU+tD−p⋅c⋅(VU+tD)=2,000+200−0.10×0.30×2,200=2,134V_L = V_U + tD - p \cdot c \cdot (V_U + tD) = 2{,}000 + 200 - 0.10 \times 0.30 \times 2{,}200 = 2{,}134
    V_Uvalue of the firm with no debt, Rs 2,000 crore
    tDpresent value of the tax shield on permanent debt, 0.25 x 800 = 200
    pprobability of distress, 10%
    cshare of firm value lost in distress, 30%
    What it says in wordsLevered value is unlevered value plus the tax shield, less the probability-weighted cost of distress.
    Debt adds value through the tax shield until expected distress costs catch up2,000Unlevered firm+200Tax shield-66Expected distress2,134Levered firm1,800Axis starts at Rs 1,800 crore so the moves are visibleNet gain+134BreakevenPD 30.3%not 10%
    The firm's Rs 2,000 crore unlevered value rises to Rs 2,200 crore with the Rs 200 crore tax shield, and a 10% chance of losing 30% in distress takes off Rs 66 crore, leaving Rs 2,134 crore, a net gain of Rs 134 crore.

    Why is the tax shield worth t times D?

    For permanent debt, the company pays interest of r times D every year forever and saves t times that in tax. Discounting a perpetual saving of t r D at the debt's own rate r gives t D. So Rs 800 crore of permanent debt at a 25% tax rate is worth Rs 200 crore in tax savings, whatever the interest rate, as long as the debt is truly permanent and the company always has profits to deduct against. Both conditions are generous, which is why real tax shields are usually worth less than t D.

    Now find where the answer flips. The shield is 200; the distress cost is the probability times 660. The firm is worse off once the distress probability passes 200 over 660, about 30.3%, so debt at this level is value-adding only while distress stays well below a one-in-three chance. Adding more debt raises both lines, the shield in a straight line and the distress probability faster, which is why an optimal level exists. The limits: the 30% cost and the 10% probability are estimates, and indirect distress costs, lost customers and staff, are the hardest part to measure.

    Where candidates lose it

    One common error is to compare the full Rs 660 crore distress cost with the Rs 200 crore shield and conclude the debt destroys value. The distress cost only happens 10% of the time; it has to be weighted by its probability.

    The opposite error is adding the Rs 200 crore shield and stopping, which is the textbook answer with taxes and no distress. The question gave you the distress numbers so you would net them off.

    What the interviewer asks next

    • At what distress probability does the firm become worth less than Rs 2,000 crore?
    • The debt is only outstanding for five years, not forever. How does that change the value of the tax shield?
    • Why might a stable utility carry more debt than a young technology company with the same value?
  5. 054A 3-year floating rate note pays the benchmark plus 100 basis points, resetting quarterly. The issuer's market spread widens to 150 basis points. Roughly what price does the note fall to, and why does a floater still lose money?Credit spreads and default probabilityHardSyndicate desksFixed income asset management

    Try it first

    Before any maths: what happens to the note's price?

    Show the worked solution

    The note falls to about 98.7. The benchmark part of the coupon resets every quarter, so benchmark moves barely touch the price. The 100 basis point margin is fixed, and the market now wants 150. That 50 basis point shortfall runs for 12 quarters; discounted, it is worth about 1.32 per Rs 100, so the price is roughly 100 minus 0.50 x 2.64, about 98.7.

    Which part of a floater's coupon resets, and which does not?

    Picture a shop lease with rent set at inflation plus a fixed Rs 5,000. When inflation rises, the rent rises with it, so the landlord is protected. If rents on the street jump to Rs 8,000 over inflation, the landlord is still stuck at Rs 5,000 until the lease ends. A floating rate note resets its benchmark every quarter, but its credit margin is fixed at issue for the life of the note. Interest rate risk is almost gone; credit spread risk is not.

    The benchmark resets; the fixed 100 bp margin falls short of the new 150 bpWhat the note paysBenchmark 6.50%: resets each quarter+1.00What the market now wantsBenchmark 6.50%: resets each quarter+1.500.50% shortEach quarter the note pays 0.125 less per Rs 100 than the market wants. Today's value of each shortfall:Q1Q2Q3Q4Q5Q6Q7Q8Q9Q10Q11Q120.1230.099Sum of the twelve1.32Price 100 - 1.32= 98.68
    The benchmark part of the coupon resets, but the fixed 100 basis point margin now falls 50 basis points short of what the market wants; twelve quarterly shortfalls of 0.125, discounted, are worth 1.32 per Rs 100, so the note trades near 98.68.

    How much is a 50 basis point shortfall worth today?

    The note pays benchmark plus 1.00%; a new note from the same issuer would pay benchmark plus 1.50%. The holder is short 0.50% a year, 0.125 per Rs 100 each quarter, for 12 quarters, and the price falls by today's value of that stream. Assume the benchmark sits flat at 6.50%, so the discount rate is 8.00% a year, 2% a quarter. Twelve payments of 0.125 at 2% a quarter are worth 1.32, so the note trades near 98.68.

    The relationship
    P≈100−Δs×Ds=100−0.50×2.64≈98.68P \approx 100 - \Delta s \times D_s = 100 - 0.50 \times 2.64 \approx 98.68
    Delta sthe widening in the issuer's spread, 0.50 percentage points
    D_sspread duration, the price change per point of spread, about 2.64 years here
    100the price at a reset when the margin is fair
    What it says in wordsA floater loses the spread change times its spread duration, and a floater's spread duration is close to its remaining life.

    Say the shortcut first, then the refinement. A floater's spread duration is a little under its remaining life, so a 50 basis point widening on a 3-year note costs about 1.3 to 1.5 points. Using 3 years gives 98.5; discounting each shortfall gives 98.7, because the later shortfalls are worth less today. Either is a good answer if you say which one you did. The limit: this assumes a flat 6.50% benchmark, and a different curve moves the second decimal, not the story.

    Where candidates lose it

    The trap is saying a floater always trades near par because it resets. That is true for rate moves and false for credit moves: the margin is locked at issue, so a wider market spread leaves the note underpaying every quarter until maturity.

    The second loss is using the maturity for both risks. Rate duration runs only to the next reset, about 0.25 years; spread duration runs to maturity, about 2.6 years here. Keep the two apart out loud.

    What the interviewer asks next

    • The same 150 basis point widening hits a 7-year floater from the same issuer. Roughly how far does it fall?
    • What is this note's interest rate duration, and why is it so much smaller than its spread duration?
    • If the issuer's spread tightens back to 100 basis points after a year, where does the note trade?
  6. 055A 9% annual coupon bond has 3 years left and a make-whole call at the government yield plus 50 basis points. The 3-year government yield is 6.5%. What is the make-whole price, and should the issuer call if it can refinance at 7.3%?Issuance and refinancing arithmeticHardSyndicate desksCorporate banking

    Try it first

    At a 7.3% refinancing rate, does calling save the issuer money?

    Show the worked solution

    The make-whole price is about 105.25, and calling to refinance at 7.3% loses the issuer about 0.81 per Rs 100. Discount the remaining 9, 9 and 109 at 6.5% plus 50 basis points, 7.0%, to get 105.25. Valued at the 7.3% refinancing rate, the same payments are worth 104.44, so paying 105.25 to retire them destroys value. Calling only saves money if the issuer can borrow below 7.0%.

    What does a make-whole price actually compute?

    Suppose you repay a relative's loan early and they say: fine, but pay me today everything I would have earned, discounted at a low rate. That is a make-whole callAn issuer option to repay a bond early at the present value of its remaining payments, discounted at the government yield plus a fixed spread set in the documents.. The call price is the present value of every remaining coupon and the principal, discounted at the government yield plus a small fixed spread, here 6.5% plus 0.5%, which is 7.0%. The low discount rate is what pushes the price above par: the lender is compensated for giving up a 9% coupon.

    Make-whole price: discount what is left at the government yield plus 50 bpYear 1 cash flow9/ 1.07^18.41Year 2 cash flow9/ 1.07^27.86Year 3 cash flow109/ 1.07^388.98Make-whole price105.25discounted at 7.0%Per Rs 100 of bonds, axis starts at 100Cost to call today105.25Keep the bond, valued at 7.3%104.44calling loses 0.81 per Rs 100100
    The remaining 9, 9 and 109 discounted at 7.0% are worth 8.41, 7.86 and 88.98, a make-whole price of 105.25; the same payments valued at the issuer's 7.3% refinancing rate are worth 104.44, so calling costs 0.81 per Rs 100 more than keeping the bond.
    The relationship
    PMW=91.07+91.072+1091.073=8.41+7.86+88.98=105.25P_{MW} = \frac{9}{1.07} + \frac{9}{1.07^2} + \frac{109}{1.07^3} = 8.41 + 7.86 + 88.98 = 105.25
    1.07one plus the make-whole discount rate, government 6.5% plus 0.5%
    9the annual coupon per Rs 100
    109the last coupon plus the principal
    What it says in wordsThe make-whole price is the bond's remaining cash flows valued at a rate barely above the government yield.

    Why does refinancing at 7.3% not pay?

    Compare two ways of carrying the same obligation. Keeping the old bond means payments worth 104.44 at the issuer's 7.3% borrowing rate; calling means paying 105.25 in cash today, raised with new 7.3% debt. The issuer would give up 0.81 per Rs 100, about Rs 81 lakh on every Rs 100 crore, to swap into debt that only looks cheaper. The coupon saving from 9% to 7.3% is real, but the make-whole has already charged for it, valued at 7.0%, a lower rate than 7.3% and therefore a higher price.

    That gives a clean rule to say out loud. A make-whole call only saves money if the issuer can refinance below the make-whole discount rate, the government yield plus 50 basis points. Few corporates borrow that tightly, which is why make-wholes are usually exercised for other reasons: to escape a restrictive covenant, to complete a merger, or to tidy the capital structure. The limit: this ignores the fees on the new bond, which make calling worse still.

    Where candidates lose it

    Candidates see a 9% coupon and a 7.3% refinancing rate and say call, because 1.7% a year sounds like free money. They forget the issuer must first pay a premium price that already contains the value of that saving.

    The second loss is discounting at the wrong rate: using 6.5% or 9% instead of the government yield plus the 50 basis point spread named in the documents. Say the rate before you discount.

    What the interviewer asks next

    • At what refinancing rate is the issuer indifferent between calling and keeping the bond?
    • How would a fixed-price call at 102 change the answer?
    • Why do investors prefer a make-whole to a fixed-price call, and what does it do to the bond's price when rates fall?
  7. 057A Rs 100 crore private credit loan pays 8% cash interest plus 4% PIK. The PIK compounds annually and the cash interest is paid on the accreted balance. What is owed at the end of year 5, how much cash interest has the lender received, and what is its IRR if it lent at par?Compounding, PIK and feesHardAMAres ManagementLos Angeles · 2026

    Try it first

    What IRR does the lender earn over the five years?

    Show the worked solution

    At the end of year 5 the borrower owes Rs 121.67 crore, the lender has received Rs 43.33 crore of cash interest, and the IRR at par is exactly 12%. The 4% PIK is added to the balance each year, so it grows to 100 x 1.04 to the fifth. Cash interest is 8% of each opening balance, rising from Rs 8.00 crore to Rs 9.36 crore. Both pieces earn on the full balance, so the lender earns 12% a year.

    What does PIK actually do to the balance?

    Think of a friend who borrows from you, pays part of the interest in cash each year, and says: add the rest to what I owe. Next year you charge interest on the bigger amount. PIKPayment in kind: interest settled by adding it to the amount owed instead of paying it in cash. interest is not paid; it is added to the loan, so the balance grows every year and every later charge is worked out on the bigger number. Here the balance grows 4% a year, from Rs 100 crore to 100 x 1.04 to the fifth, Rs 121.67 crore.

    The PIK builds the balance; the cash coupon is charged on the bigger balanceBalance owed, Rs crore (axis starts at 95)Rs 100 crore lent100.00104.00108.16112.49116.99121.67Year 0Year 1Year 2Year 3Year 4Year 5Cash interest each year, 8% of the opening balance: Rs 43.33 crore in total8.00Year 18.32Year 28.65Year 39.00Year 49.36Year 5IRR at par12.0%
    The Rs 100 crore balance accretes at 4% a year to Rs 121.67 crore by year five, and the 8% cash coupon charged on that growing balance rises from Rs 8.00 crore to Rs 9.36 crore, Rs 43.33 crore in total, for an IRR of 12% at par.
    YearOpening balanceCash interest, 8%PIK added, 4%Closing balance
    1100.008.004.00104.00
    2104.008.324.16108.16
    3108.168.654.33112.49
    4112.499.004.50116.99
    5116.999.364.68121.67
    Total43.3321.67121.67
    Rs crore. The lender receives Rs 43.33 crore of cash interest over five years and Rs 121.67 crore at maturity, of which Rs 21.67 crore is accrued PIK.

    Why is the IRR exactly 12% when only 8% arrives in cash?

    Each year the lender earns 12% on the whole balance: 8% arrives as cash and 4% is added to the balance, which then earns 12% itself. A lender earning 12% a year on every rupee outstanding, and repaid in full, has an IRR of 12%. The cash yield on the original Rs 100 crore starts at 8% and reaches 9.36% in year five, because the cash coupon is charged on the accreted balance.

    The relationship
    100=∑t=158×1.04t−11.12t+121.671.125  ⇒  IRR=12%100 = \sum_{t=1}^{5} \frac{8 \times 1.04^{t-1}}{1.12^{t}} + \frac{121.67}{1.12^{5}} \;\Rightarrow\; \text{IRR} = 12\%
    8 x 1.04^(t-1)cash interest in year t, 8% of the opening balance
    121.67the accreted balance repaid at the end of year 5
    1.12one plus the IRR that makes both sides equal
    What it says in wordsDiscounting the cash coupons and the accreted repayment at 12% gives back exactly the Rs 100 crore lent.

    What is the catch the interviewer wants you to name?

    A cash-plus-PIK loan earns the same 12% on paper as a 12% cash loan, but more of the return waits until year five. The lender collects Rs 43.33 crore in cash along the way against Rs 60 crore from a 12% cash-pay loan, and Rs 121.67 crore rides on the final repayment instead of Rs 100 crore. If the borrower defaults in year four, the PIK accrued so far is just a larger claim in the recovery, not cash in hand. That is why PIK paper is priced wider: the 12% holds only if the borrower pays at the end.

    Where candidates lose it

    The common mistake is to add the pieces as simple interest: 4% x 5 years is Rs 20 crore of PIK and 8% x Rs 100 crore x 5 is Rs 40 crore of cash. Both understate, because the PIK compounds and the cash coupon is charged on the growing balance: the right figures are Rs 21.67 crore and Rs 43.33 crore.

    The second is saying the IRR is below 12% because part of the interest arrives late. Late is not lost: the PIK earns the full 12% while it waits. Say that, then name the real cost, which is credit risk concentrated at maturity.

    What the interviewer asks next

    • The lender bought the loan at 97 instead of par. Roughly what is the IRR now?
    • What if the PIK is simple rather than compounding and cash interest is charged only on the original Rs 100 crore?
    • The borrower can choose each year between 12% in cash and 13% in PIK. When would it choose PIK, and what does that tell the lender?

    Asked at Ares Management, Credit, Los Angeles, 2026 (Wall Street Oasis): First 1v1 they said was mainly behavioral had PIK question

  8. 058A perpetual bond yields 8%. What are its Macaulay duration and its modified duration, and how can a bond that never matures have a duration of only about 13.5 years?Duration and convexityHardFixed income asset management

    Try it first

    What is the Macaulay duration of a perpetual yielding 8%?

    Show the worked solution

    The Macaulay duration is 13.5 years and the modified duration is 12.5. For a perpetuity, Macaulay duration is (1 + y) / y, 1.08 / 0.08 = 13.5, and modified duration divides by 1 + y, leaving 1 / y = 12.5. The bond never matures, but duration weights each coupon by its value today, and at 8% a coupon sixty years out is worth under 1% of its face. Half the bond's value arrives within the first nine years.

    Why does a bond that never ends have a finite duration?

    Picture a very long seesaw. A heavy child sits near the pivot and a row of ever lighter children stretches towards the far end. The plank balances not far from the heavy child, however long it is. Duration is the balance point of a bond's cash flows, each weighted by its present value, and distant coupons are discounted so hard that they barely pull on it. At 8%, the coupon in year 30 is worth about 10% of its face today and the coupon in year 60 about 1%.

    Each coupon is worth less today the later it comes, so the balance sits at 13.5 years0102030405060Years from todayBalance point: 13.5 years (Macaulay duration)Year 1: 7.41Year 30: 0.80Year 60: 0.08Years 1 to 9 (green) hold half the valueModified duration = 1 / 0.08 = 12.5
    The present value of each year's coupon falls from 7.41 in year one to 0.80 in year thirty, so the first nine years hold half the value and the value-weighted balance point, the Macaulay duration, sits at 13.5 years.

    How do you get 13.5 without summing forever?

    Use the shortcut and then check it against the price. For a level perpetuity, Macaulay duration is (1 + y) / y, so at 8% it is 1.08 / 0.08 = 13.5 years, and modified duration is 1 / y = 12.5. The price formula confirms it: a perpetual is worth coupon over yield, 8 / 0.08 = 100, and at 8.01% it is worth 8 / 0.0801, a fall of 0.125. That is 12.5 x 0.01, exactly what a modified duration of 12.5 predicts for one basis point.

    The relationship
    DMac=1+yy=1.080.08=13.5Dmod=DMac1+y=1y=12.5D_{Mac} = \frac{1+y}{y} = \frac{1.08}{0.08} = 13.5 \qquad D_{mod} = \frac{D_{Mac}}{1+y} = \frac{1}{y} = 12.5
    ythe bond's yield, 8%
    D_MacMacaulay duration, the value-weighted average time to the cash flows, in years
    D_modmodified duration, the percentage price change for a one point change in yield
    What it says in wordsA perpetual's duration depends only on its yield: one plus the yield, over the yield.

    Now say the implication, which is what the interviewer is after. Duration falls as the yield rises: the same perpetual at 4% has a Macaulay duration of 26 years, and at 12% only 9.3. Higher yields shorten every bond, because they shrink the weight of distant cash flows. The limit: many perpetual bonds carry an issuer call after five or ten years, and a callable perpetual trades on a much shorter effective duration than this formula gives.

    Where candidates lose it

    The instinctive answer is infinite, because the bond never matures. It confuses maturity, the date of the last cash flow, with duration, the value-weighted average date of all of them.

    The second slip is mixing up the two durations. 13.5 is the Macaulay figure, a time in years; 12.5 is the modified figure, the price change per point of yield. Give both and say which is which.

    What the interviewer asks next

    • What is the modified duration of the same perpetual if its yield falls to 5%?
    • A perpetual is callable at par in year 5 and trades above par. Which duration would you use to hedge it?
    • Why does a zero-coupon bond's duration equal its maturity while a perpetual's does not?
  9. 061Par yields are 6% for one year and 7% for two years, with annual coupons. Bootstrap the two-year zero rate.Yield curve and forward ratesHardSyndicate desksFixed income asset management

    Try it first

    Is the two-year zero rate above or below the 7% par yield?

    Show the worked solution

    The two-year zero rate is about 7.035%. The one-year par bond pays 106 in a year for 100, so the one-year zero rate is 6%. The two-year par bond pays 7 and then 107. Strip the first coupon at 6%: 7 / 1.06 = 6.604. The remaining 93.396 must be the value of 107 in two years, so (1 + z) squared = 107 / 93.396, and z = 7.035%.

    What does bootstrapping actually do?

    A fruit seller sells one mango for Rs 20 and a bag of one mango and one papaya for Rs 70. You can price the papaya without ever seeing it sold alone: Rs 50. Bootstrapping prices each future date the same way: use the shorter bond to value the early cash flows, and whatever is left of the longer bond's price belongs to its final cash flow. A one-year par bond at 6% pays 106 in a year for 100, so the one-year zero rate is simply 6%.

    Bootstrap: strip the early coupon at the rate you know, solve for the lastStep 1: one-year par bondpays 106 in one year for a price of 100z1 = 106 / 100 - 1 = 6.000%Step 2: split the two-year par bond's price of 100 by cash flow107 / (1 + z2)^2 = 100 - 6.604 = 93.3967 / 1.06 = 6.604: the year-1 coupon at the 6% rate you already knowStep 3: solve the last cash flow for its own rateTwo-year growth factor(1 + z2)^2 = 107 / 93.396 = 1.14566Square root, minus 1z2 = 7.035%, above the 7% par yield
    The one-year par bond fixes the one-year zero rate at 6%; stripping the two-year bond's first coupon at that rate leaves 93.396 of its price for the final 107, which implies a two-year zero rate of 7.035%.
    The relationship
    71.06+107(1+z2)2=100  ⇒  (1+z2)2=10793.396  ⇒  z2=7.035%\frac{7}{1.06} + \frac{107}{(1+z_2)^2} = 100 \;\Rightarrow\; (1+z_2)^2 = \frac{107}{93.396} \;\Rightarrow\; z_2 = 7.035\%
    z_2the two-year zero rate, the rate for a single payment in two years
    7 / 1.06the first coupon valued at the one-year zero rate
    107the final coupon plus the principal
    What it says in wordsWhatever the first coupon does not explain of the price of 100 must be the value of the final cash flow.

    Why is the zero rate above the par yield?

    A par yield is one rate that blends the rates on every cash flow, so when the curve slopes up, the last cash flow must carry a rate above the blend. The two-year bond's first coupon is discounted at 6%, which makes it worth a little more than a 7% discount would say. To keep the whole bond at 100, the final 107 has to be discounted a little harder: 7.035% rather than 7%. The gap is small because only one coupon of 7 sits at the lower rate.

    Say what the zero curve is for, because it is why the question is asked. With zero rates you can price any bond by discounting each cash flow at its own rate, which is how a desk checks whether a bond is fairly priced. The same two rates give the one-year rate one year forward: 1.07035 squared over 1.06, minus 1, about 8.08%. The limit: real bootstrapping uses many bonds with different coupons and settlement conventions, and a two-point curve says nothing about the shape in between.

    Where candidates lose it

    The fast wrong answer is 7%, treating the par yield as the zero rate. That holds only at one year, where there is a single cash flow; from two years on, the earlier coupons carry their own rates.

    The second loss is an arithmetic slip under pressure: dividing 107 by 93.396 and forgetting the square root, which gives 14.6% instead of 7.035%. Say out loud that the result is a two-year factor before you annualise it.

    What the interviewer asks next

    • What is the one-year rate one year forward implied by these two zero rates?
    • If the two-year par yield were 5%, would the two-year zero rate sit above or below it?
    • How would you price a two-year bond with a 10% coupon off this zero curve?
  10. 065In a trading game you are asked to make a two-way market on the sum of three fair dice. Quote a bid and an offer. The first die is then shown to be a 6. Where do you move your market, and why?Probability and expected valueHardBelvedere TradingChicago · 2022

    Try it first

    After the 6 is shown, where should the middle of your market be?

    Show the worked solution

    Start around 10.5, say 9.5 bid and 11.5 offered, then move to about 12.2 bid, 13.8 offered once the 6 is shown. Each fair die is worth 3.5 on average, so three are worth 10.5. After the reveal the value is 6 plus 3.5 plus 3.5, which is 13.0. The market should also narrow, because one die's uncertainty has gone: the standard deviation falls from 2.96 to 2.42, so the width shrinks by about a fifth, not a third.

    Where does the first quote come from?

    A shop that buys and sells used phones offers to buy below what it thinks a phone is worth and to sell above it, and earns the gap. A market maker quotes around the expected value, with a bid below and an offer above, and the width reflects how uncertain that value is. Each fair die averages 3.5, so three dice average 10.5. A quote of 9.5 bid, 11.5 offered straddles that value; the sum can still land anywhere from 3 to 18, so the market cannot be tight.

    Quote around the expected value; move and narrow as information arrives3456789101112131415161718Before: three hidden dicefair 10.5, quote 9.5 bid / 11.5 offered10.53456789101112131415161718After the first die shows 6fair 13.0, quote 12.2 bid / 13.8 offered13.0spread of outcomes: sd 2.96sd 2.42: about 18% narrower
    Before any die is shown the sum centres on 10.5 with a standard deviation of 2.96; once a 6 is shown it centres on 13.0 with a standard deviation of 2.42, so the quote moves up 2.5 and narrows from 9.5 to 11.5 to about 12.2 to 13.8.

    What changes when the first die is shown?

    Two things, and candidates usually say only one. The expected value jumps to 6 plus 3.5 plus 3.5, which is 13.0, and the uncertainty shrinks because only two dice are still hidden. Variance adds across independent dice, 35/12 for each, so it falls from 8.75 to 5.83, a third lower; the standard deviation falls from 2.96 to 2.42, about 18% lower. Scale the width by that: 2 points becomes about 1.6, so quote roughly 12.2 bid, 13.8 offered.

    The relationship
    E=6+2×3.5=13.0σ=2×3512=2.42 against 3×3512=2.96E = 6 + 2 \times 3.5 = 13.0 \qquad \sigma = \sqrt{2 \times \tfrac{35}{12}} = 2.42 \ \text{against} \ \sqrt{3 \times \tfrac{35}{12}} = 2.96
    3.5the expected value of one fair die
    35/12the variance of one fair die
    sigmathe standard deviation of the part of the sum still unknown
    What it says in wordsThe expected value adds the known die to the average of the hidden ones; the uncertainty comes only from the dice still hidden.

    What does the interviewer want to hear beyond the numbers?

    Move the market the moment information arrives, because a stale quote is a free option for everyone else at the table. If you stay at 9.5 to 11.5 after a 6 shows, every player buys your offer at 11.5 against a fair value of 13.0. Then say what you would do if you suspected the other side knew more than you, for example had seen a second die: widen, or lean your quote towards the risk. The limit: the width here is a choice; a real desk sets it by competition and by how much risk it can hold, not by a formula.

    Where candidates lose it

    The common loss is leaving the market where it was, or moving the middle and forgetting the width. Fair value jumps to 13.0 the moment the 6 is shown and the uncertainty is smaller, so both the level and the width should change.

    The second is narrowing the width by a third because one of three dice is known. Variance falls by a third, but the standard deviation falls by only about 18%, so the market narrows by about a fifth.

    What the interviewer asks next

    • Someone lifts your 13.8 offer three times in a row. What do you do next?
    • Before any die is shown, what is the probability that the sum is 13 or more?
    • How does your market change if the second die is also shown to be a 6?

    Asked at Belvedere Trading, Equity Capital Markets, Chicago, 2022 (Wall Street Oasis): superday with two 1-1s and a group trading game

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