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This paper describes a semi analytic approach to implying default probabilites from vanilla CDS spread rates for CDS's having a range of maturities.A substantail part of the analysis presented in the paper will be placed in the context of the reference paper 1. In particular we will maintain the same termonology
as described on page 13 of refernce 1.
The relationship between the CDS rate and the default proabability curve is given by the following :
(1)
where
ⅆt is the probability of a bond with maturity T defaulting between t and t+ⅆt as seen at time zero and w[T] is anualized CDS rate to be payed as protection
against default . It is assumed that the default density for different bonds with different maturities is the same since if a company defaults on an bond issued with a
particular maturity it will default on bonds of all maturities,
ie
=
=
=
ect .
this property can be represented as
=
H[t,T]
where The Heaviside function, H[t,T], is defined as:
H[t,T]=1, 0<t<=T
H[t,T]=0, T<t
(1) the becomes
(2)
U[t] =u[t]+e[t], where u and e are defined in ref 1. ,and describe the CDS payment times.
U[t] can be conviently expressed as
where w[T] m[t] ⅆt are the CDS payments made between t and t+ⅆt on a CDS maturing at time T to protect the purchase of a bond also maturing at time T.
The probability of default and probability of survival before time t are given respectively by:
(3)
S[t]=1-Q[t] (4)
From the above definitions and Integration by parts we get that
(5)
Using (5) and (2) we obtain :
(6)
where
.
if
=0 then (6) can be integrated to give :
(7)
if the CDS payments are made in arrears then m[t]=1 and (7) becomes : (8)
For a non constant w[T,] (6) can be rearranged to be read as Voltera eqaution of the 2 nd Kind , for which there are a multitude of solution tecniques
1. Hull, J. C. and A. White, "Valuing Credit Default Swaps I: No Counterparty default risk"