Distance-to-Default:-
- distance between the expected value of the asset and the default point
- after substitution into a normal c.d.f one gets probability of default
DD(t) =ln(V/F)+(µ-0.5*σ^2)*T/(σ*sqrt(T));
Where, V= value of the assets
F=Value of the liability/debt
µ= expected return of assets
σ=Volatility of the assets
T= Time
And Probability of default:-
PD(t) = NormDist(-DD)= Ɲ(-DD)
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How would you interpret such a probability? - A probability of zero means that something is IMPOSSIBLE, while a probability of one means that it is SURE TO HAPPEN. Anything in between means that it MAY happen - the closer to 1, the more likely it is to happen. Anything outside of that range simply doesn't make sense.
The probability is 0.The probability is 0.The probability is 0.The probability is 0.
The probability is 1.The probability is 1.The probability is 1.The probability is 1.
For any event A, Probability (not A) = 1 - Probability(A)
They are both measures of probability.