Equity Research puzzles, solved step by step
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019A company's bond has a modified duration of 6. Its credit spread widens by 150 basis points while government yields stay put. Roughly how much does the bond's price fall, and what does the move tell an equity research analyst about the company's cost of debt?AQR Capital ManagementGreenwich · 2021
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Roughly how far does the bond price fall?
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About 9%: duration of 6 times a 1.5 point rise in yield. For an 8-year, 7% coupon bond at par, the true fall is 8.5%, a little less than the straight-line estimate because the price curve bends. For the equity analyst, the market now charges the company about 1.5 points more for new debt, so the cost of debt in WACC should use the new yield, not the old coupon.
How does duration turn a spread move into a price move?
Think of a fixed-rate deposit you cannot break. When new deposits start paying more, yours is worth less to anyone who might buy it from you, and the longer it has left to run, the bigger the discount. Modified duration is that sensitivity in one number: the approximate percentage price change for each 1 point change in yield. A spread widening raises the bond's yield by the same amount, so 6 x 1.5 = 9%.
For an 8-year, 7% coupon bond priced at par with modified duration 5.97, the duration tangent predicts a 9.0% fall for a 150 basis point rise in yield, while the true price falls 8.5%, because the price curve bends away from the straight line. Why is the true fall a little smaller than 9%?
The price-yield curve is convex: it flattens as yields rise. Duration draws a straight tangent at today's yield, so for large moves it overstates price falls and understates price rises. Here the tangent says 91.0 and the bond is actually worth 91.5. For small moves the gap is negligible; at 150 basis points it is about 0.5 points, worth one sentence.
The relationshipD_mod modified duration, 6 Δy the change in yield, here the 1.5 point spread widening What it says in wordsThe percentage price change is roughly duration times the yield change, with the sign reversed.Now the equity view. The cost of debt in a WACC is what the company would pay to borrow today, so a 150 basis point widening raises it by about 1.5 points, whatever the coupon on existing bonds. With debt at 30% of capital and a 25% tax rate, that alone adds about 0.34 points to WACC. The larger message is the signal: credit investors are pricing more risk, and equity sits below the bonds, so the analyst should ask what the bond market has seen.
Where candidates lose it
The common loss is confusing basis points and percentage points and answering 900% or 0.9%. Say that 150 basis points is 1.5 points before multiplying.
The second is keeping the old coupon as the cost of debt in the WACC. A coupon set years ago is history; the market yield today is what new debt would cost.
What the interviewer asks next
- What would the same widening do to a 2-year bond from the same company?
- Why might the stock fall by more than the bond in this situation?
- How would you estimate the effect on the company's interest cover when the debt is refinanced?
Asked at AQR Capital Management, Investment Research, Greenwich, 2021 (Wall Street Oasis):
Discussion on credit spreads on fixed income products and duration.
044Comparable companies give you an unlevered beta of 0.8. Your company has debt to equity of 0.5 and a 25% tax rate. What levered beta do you use for its cost of equity?Sell-side equity researchBuy-side equity research
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Before the formula: which direction and roughly how far?
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A levered beta of 1.10. Relever with levered beta = unlevered beta x (1 + (1 - tax rate) x debt/equity). That is 0.8 x (1 + 0.75 x 0.5) = 0.8 x 1.375 = 1.10. The 0.8 is the risk of the business itself; the extra 0.3 is the financial risk shareholders take on because lenders are paid first.
Why does debt raise the equity's beta?
Think of two families with the same salary. One has a home loan EMI to pay first each month; the other has none. A 10% pay cut hurts the family with the EMI far more, because the EMI does not shrink. Lenders are paid a fixed amount first, so the same swing in the business moves the shareholders' leftover by more, and beta measures exactly that swing. The business risk is the 0.8; debt stacks financial risk on top.
The relationshipbeta_U unlevered beta, the risk of the business with no debt t the tax rate, 25% D/E debt to equity, 0.5 What it says in wordsLevered beta is the business's beta scaled up by debt to equity, with the tax shield softening the debt's effect.The business risk of 0.80 stays the same at every debt level, and debt adds financial risk on top: 0.30 at debt to equity of 0.5, for a levered beta of 1.10, and 0.60 at 1.0. Where do candidates go wrong with the inputs?
Two places. Debt to equity uses market values where you can, and it is debt over equity, not debt over total capital: 0.5 debt to equity is one third debt in the capital structure. Using 0.33 by mistake gives 0.8 x (1 + 0.75 x 0.33) = 1.00. And the tax rate is the one that applies to this company's interest deduction; confirm the current rate rather than assuming it.
Say the limitation. The formula assumes the debt itself carries no market risk and that the debt level stays constant. For a heavily indebted company, debt starts to behave like equity and the simple formula overstates the levered beta.
Where candidates lose it
The fast wrong answers are 0.8, treating beta as fixed, and 1.2, relevering without the tax shield. The interviewer wants the formula said out loud with the numbers in it.
The quieter loss is mixing up debt to equity with debt to capital, which moves the answer from 1.10 to 1.00 and is hard to spot once it is buried in a model.
What the interviewer asks next
- Go the other way: a peer has levered beta 1.3, D/E 0.8 and a 25% tax rate. What is its unlevered beta?
- Why unlever peer betas before averaging them?
- With a risk-free rate of 7% and an equity risk premium of 6%, what cost of equity does a beta of 1.1 give?
069Your nominal cost of capital is 11% and expected inflation is 5%. What is the real discount rate, and what goes wrong if you discount a forecast built in today's prices at the nominal 11%?Sell-side equity researchResearch KPO and GCC
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Discounting a forecast in today's prices at the nominal 11% makes the value...
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The real rate is about 5.7%, and discounting real cash flows at the nominal rate understates value. Real and nominal rates are linked by multiplying: 1.11 / 1.05 = 1.0571, so the real rate is 5.71%, a little below the 6% you get by subtracting. A forecast in today's prices has no inflation in it, so an 11% rate removes inflation twice. Rs 100 in year 10 is worth Rs 57.4 at the matched rate but Rs 35.2 at the mismatched one.
How are real and nominal rates linked?
Your salary rises 11% in a year when prices rise 5%. You can buy more, but not 6% more: you have 1.11 rupees for every 1.05 rupees of goods you used to buy, which is 5.71% more stuff. A real rate is the nominal rate with inflation divided out, not subtracted, so 1 plus the real rate equals 1.11 over 1.05. At low rates the two methods differ by a fraction of a point; at high inflation the gap matters.
The relationshipr_nom the nominal cost of capital, 11% \pi expected inflation, 5% r_real the real discount rate, the growth in buying power demanded What it says in wordsOne plus the real rate is one plus the nominal rate divided by one plus inflation.Rs 100 of year-10 cash in today's prices is worth Rs 57.4 whether you pair real cash with the real rate or nominal cash with the nominal rate, but mixing them gives Rs 35.2 or Rs 93.4, wrong in both directions. Why does the mismatch understate value?
A nominal discount rate assumes the cash flows it meets include inflation, and discounting removes it. If the forecast was built in today's prices, the inflation was never added, so the nominal rate removes it anyway and the value falls by about 39% on a year-10 cash flow. The reverse mistake, inflated cash flows at a real rate, overstates value by just as much in the other direction. Both errors grow with the length of the forecast, which is why they hurt long-lived assets most.
Which approach does an analyst use?
Either, as long as it is consistent. Most equity models are nominal, because reported accounts, debt costs and tax are all in current rupees. Real models are common for long-lived assets such as infrastructure, where prices are linked to inflation. One trap sits inside real models: tax depreciation is fixed in rupees at the purchase price, so in a real model its value must be deflated or it is overstated. Check the terminal growth rate too: a 6% nominal growth rate is only about 1% in real terms at 5% inflation.
Where candidates lose it
The question is not really about 5.7% against 6%. The trap is the pairing: candidates happily build a forecast in today's prices and then pick up the company's nominal cost of capital from a different sheet, which quietly takes a third or more off the value of distant cash flows.
The secondary slip is subtracting inflation. It is fine as a quick estimate at low rates; say that it is an approximation and give the exact figure.
What the interviewer asks next
- Nominal rates are 30% and inflation is 25%. What is the real rate by subtraction and exactly? (5% against 4%)
- Why do tax depreciation shields cause trouble in a real-terms model?
- Your terminal growth is 6% nominal. What is that in real terms?
083A stock has a market loading of 1.1, a size loading of 0.3 and a value loading of minus 0.2. The risk-free rate is 7%, and the factor premiums are 6% for the market, 2% for size and 3% for value. What cost of equity does a Fama-French three-factor model give?State StreetCambridge · 2019
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What does the negative value loading do to the cost of equity?
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13.6%. Start from the 7% risk-free rate and add each factor's loading times its premium: market 1.1 times 6% is 6.6 points, size 0.3 times 2% is 0.6, and value minus 0.2 times 3% is minus 0.6. So 7 plus 6.6 plus 0.6 minus 0.6 gives 13.6%. Here the size and value terms cancel, so the answer matches a plain CAPM with the same beta, which is a coincidence of these numbers.
How does a factor model build a required return?
Think of a taxi fare: a flag-down charge, then so much per kilometre, then so much per minute of waiting. Each meter runs at its own rate, and the fare is the sum. A factor model prices a stock the same way: the risk-free rate is the flag-down charge, and each factor adds how much the stock is exposed to it, the loading, times what that exposure pays, the premium. The {term('Fama-French three-factor model', 'An asset pricing model from Eugene Fama and Kenneth French that explains stock returns with three factors: the market, company size, and value against growth.')} uses three meters: the market, small against large companies, and cheap against expensive stocks.
Starting from a 7.0% risk-free rate, the market adds 6.6 points, size adds 0.6 and a negative value loading takes 0.6 away, so the three-factor cost of equity is 13.6%. The relationshipr_f the risk-free rate, 7% beta_M, beta_S, beta_V the stock's loadings on the market, size and value factors MRP, SMB, HML the premiums for the market, small minus big, and high minus low book to market What it says in wordsRequired return is the risk-free rate plus, for each factor, how exposed the stock is times what that exposure earns.Why does a negative loading subtract?
A negative value loading means the stock tends to do well when cheap stocks do badly: it behaves like a growth stock. The model says investors are paid a premium for holding value exposure, so a stock with the opposite exposure is priced to earn less, and its cost of equity falls. Push the value loading to minus 0.5 and the answer drops to 12.7%. Say the sign out loud; it is exactly what the interviewer is listening for.
Why does the answer equal a plain CAPM here, and should you trust it?
With the same market beta, CAPM gives 7 plus 1.1 times 6, which is 13.6%. The size and value terms happen to cancel in this question, so the two models agree only by coincidence. In practice the market loading from a three-factor regression is usually different from the CAPM beta, because the other factors absorb some of the movement. The bigger limit is the inputs: factor premiums are estimated from history, vary by market and period, and should be treated as assumptions to be stated, not facts to be quoted.
Where candidates lose it
The usual slip is treating every factor as additive risk and adding 0.6 for value, which gives 14.8%. The sign of the loading matters as much as its size.
The second loss is stopping at 13.6% without noticing it equals CAPM. Pointing out that size and value cancel here, and would not in general, shows you understand the model rather than the arithmetic.
What the interviewer asks next
- What value loading would make the three-factor answer 1 point higher than CAPM?
- Why might a small, cheap stock have a higher cost of equity than CAPM suggests?
- How would you estimate the loadings for an Indian stock?
Asked at State Street, Investment Banking, Cambridge, 2019 (Wall Street Oasis):
some basic market knowledge, such as factor model (Fama French), portfolio optimization, risk analysis
