Symbolically, the Merton model stipulates that firm asset follows a geometric Brownian motion

(A0)

The equity value of a firm satisfies the call option condition

(A1)

where E is the market value of firm equity, F is the synthesis of firm liabilities, acting as option’s strike price, V is the firm’s asset value, r is the instantaneous risk-free rate, N(.) is the cumulative standard normal distribution function. In addition, d1 and d2 are defined, respectively, as

(A2)

and

(A3)

The distance to default DD can be calculated as

(A4)

where μ is an estimate of the expected annual return of the firm’s assets. The corresponding implied default likelihood, DLI, is then defined as:

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