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Equity Research puzzles, solved step by step

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  1. 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?Cost of capital and ratesCoreACAQR Capital ManagementGreenwich · 2021

    Try it first

    Roughly how far does the bond price fall?

    Show the worked solution

    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%.

    Duration x yield change gives the price move; the curve is gentler for big moves7080901001101204%6%7%8.5%10%Yield+150 bpPar, 100True price 91.5: -8.5%Duration estimate 91.0: -9.0%Tangent: theduration lineCurve: thereal price
    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 relationship
    ΔPP≈−Dmod Δy=−6×0.015=−9%\frac{\Delta P}{P} \approx -D_{mod}\,\Delta y = -6 \times 0.015 = -9\%
    D_modmodified duration, 6
    Δythe 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.

  2. 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?Cost of capital and ratesCoreSSState StreetCambridge · 2019

    Try it first

    What does the negative value loading do to the cost of equity?

    Show the worked solution

    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.

    Each factor adds its loading times its premium; a negative loading subtracts0%5%10%15%7.0Risk-freethe floor+6.6Market+1.1 x 6%+0.6Size+0.3 x 2%-0.6Value-0.2 x 3%13.6%Cost of equitythe answer
    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 relationship
    ke=rf+βM⋅MRP+βS⋅SMB+βV⋅HML=7+6.6+0.6−0.6=13.6%k_e = r_f + \beta_M \cdot MRP + \beta_S \cdot SMB + \beta_V \cdot HML = 7 + 6.6 + 0.6 - 0.6 = 13.6\%
    r_fthe risk-free rate, 7%
    beta_M, beta_S, beta_Vthe stock's loadings on the market, size and value factors
    MRP, SMB, HMLthe 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

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