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Calculation of Default Probability Using CDS Spread


Default probability of an underlying deliverable obligation refers to the chance that it would not fulfill during the life of the contract. It can be obtained using CDS quotes: default probability is backed out from the observed CDS spread.

Spread (in bps) = (1- R) × q

Where:

q is default probability (probability of a credit event).

R is the value of the reference entity/ obligor (e.g., a sovereign debt) following a credit event (the recovery rate).

The default and recovery rate are assumed to be independent.

For a given recovery rate (R) and a spread, the implied probability is given by:

q = spread/(1-R)

For example, if the observed 5-year CDS spread is 1,500 basis points (= 15%) and the assumed recovery rate is 75%, then the implied default probability is:

q= 15%/(1- 75%) = 60%



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