CDS Pricing with Counterparty Risk
Author(s)
Ruan, Zheng
Type
Thesis or dissertation
Abstract
This thesis focuses on the impact of counterparty-risk in CDS (Credit Default
Swap) pricing. The exponential growth of the Credit Derivatives Market in the
last decade demands an upsurge in the fair valuation of various credit derivatives
such as the Credit Default Swap (CDS), the Collateralized Debt Obligation
(CDO). Financial institutions suffered great losses from Credit Derivatives
in the sub-prime mortgage market during the credit crunch period. Counterparty
risk in CDS contracts has been intensively studied with a focus on losses
for protection buyers due to joint defaults of counterparty and reference entity.
Using a contagion framework introduced by Jarrow and Yu (2001)[48], we
calculate the swap premium rate based on the change of measure technique,
and further extend both the two-firm and three-firm model (with defaultable
protection buyer) with continuous premium payment. The results show more
explanatory power than the discrete case. We improve the continuous contagion
model by relaxing the constant intensity rate assumption and found close
results without loss of generality. Empirically this thesis studies the behaviour
of the historical credit spread of 55 sample corporates/ financial institutions, a
Cox–Ingersoll–Ross model is applied to calibrate spread parameters. A proxy
for counterparty spread is introduced as the difference between the spread over
benchmark rate and spread over swap rate for 5 year maturity CDS. We then
investigate counterparty risk during the crisis and study the shape of term structure
for the counterparty spread, where Rebonato’s framework is deployed to
model the dynamics of the term structure using a regime-switching framework.
Swap) pricing. The exponential growth of the Credit Derivatives Market in the
last decade demands an upsurge in the fair valuation of various credit derivatives
such as the Credit Default Swap (CDS), the Collateralized Debt Obligation
(CDO). Financial institutions suffered great losses from Credit Derivatives
in the sub-prime mortgage market during the credit crunch period. Counterparty
risk in CDS contracts has been intensively studied with a focus on losses
for protection buyers due to joint defaults of counterparty and reference entity.
Using a contagion framework introduced by Jarrow and Yu (2001)[48], we
calculate the swap premium rate based on the change of measure technique,
and further extend both the two-firm and three-firm model (with defaultable
protection buyer) with continuous premium payment. The results show more
explanatory power than the discrete case. We improve the continuous contagion
model by relaxing the constant intensity rate assumption and found close
results without loss of generality. Empirically this thesis studies the behaviour
of the historical credit spread of 55 sample corporates/ financial institutions, a
Cox–Ingersoll–Ross model is applied to calibrate spread parameters. A proxy
for counterparty spread is introduced as the difference between the spread over
benchmark rate and spread over swap rate for 5 year maturity CDS. We then
investigate counterparty risk during the crisis and study the shape of term structure
for the counterparty spread, where Rebonato’s framework is deployed to
model the dynamics of the term structure using a regime-switching framework.
Date Issued
2010-10
Date Awarded
2010-11
Advisor
Meade, Nigel
Sponsor
SUNGARD Treasury Systems
Creator
Ruan, Zheng
Publisher Department
Imperial College Business School
Publisher Institution
Imperial College London
Qualification Level
Doctoral
Qualification Name
Doctor of Philosophy (PhD)