Financial Risk Manager Part 2

Financial Risk Manager Part 2

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Consider a non-dividend-paying firm for which you need to determine the probability of default (PD) using Merton's model. The given data includes:

  • Asset value: CAD 400 million
  • Face value of long-term zero-coupon bonds: CAD 300 million
  • Expected return on asset value: 15%
  • Instantaneous volatility of asset value: 25%
  • Annual interest rate: 3%
  • Maturity of the company's debt: 1 year

Using this data, calculate the probability of default for the firm according to Merton's model. Furthermore, discuss a potential drawback of utilizing Merton's model for predicting the company's default risk.




Explanation:

The correct answer is C. Using the Merton model, the probability of default (PD) is calculated using the formula:

PD=N(ln(FV)+μ(Tt)σTt)PD = N\left(\frac{\ln(\frac{F}{V}) + \mu(T - t)}{\sigma\sqrt{T - t}}\right)

where:

  • VV is the value of the company's assets (CAD 400 million)
  • FF is the face value of the company's debt (CAD 300 million)
  • μ\mu is the expected rate of return of the value of the company's assets (15% or 0.15)
  • σ\sigma is the instantaneous volatility of the value of the company's assets (25% or 0.25)
  • TtT - t is the remaining time to maturity for the company's debt (1 year)

Plugging in the values:

PD=N(ln(300400)+0.15×10.25×1)PD = N\left(\frac{\ln(\frac{300}{400}) + 0.15 \times 1}{0.25 \times \sqrt{1}}\right) PD=N(1.626)PD = N(-1.626) PD=5.20%PD = 5.20\%

(Using Excel: PD = NORMSDIST(-1.626) = 0.051975)

The Merton model has several limitations. It is applicable to liquid, publicly traded names only, and there is a continuous need for calibration of the PD on historical series of actual defaults as an analytical requirement, a maintenance requirement, which is costly for smaller organizations. The Merton model also relies on the continually changing movements in market prices, volatility, and interest rates.

Option A is incorrect because the calculation error led to a PD of 3.03%, and the Merton model can indeed be applied to debt holdings maturing in more than 1 year.

Option B is incorrect because the PD is not 4.04%, and the limitation mentioned is not accurate.

Option D is incorrect because the PD is not 12.49%, and while the Merton model does rely on changing market conditions, the limitation mentioned is not a direct limitation of the model itself.

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