TY - JOUR
T1 - Evaluating the credit exposure of interest rate derivatives under the real-world measure
AU - Yasuoka, Takashi
N1 - Funding Information:
The author thanks Shota Sugisaki for programming the calculation of the volatility structure in the HW model. The author acknowledges financial support from Project Research of the Shibaura Institute of Technology and thanks an anonymous referee for helpful comments.
Publisher Copyright:
© 2018 Infopro Digital Risk (IP) Limited.
PY - 2018/12/1
Y1 - 2018/12/1
N2 - This paper examines the credit exposure evaluation properties of interest rate derivatives to manage counterparty credit risk, working with the real-world probability.We briefly introduce the Heath-Jarrow-Morton (HJM) model and the Hull-White (HW) model in connection with real-world modeling. In a backward-looking approach, a real-world model is constructed from a combination of interest rate model and historical data of forward rates. By using data from the Japanese London Interbank Offered Rate/swap markets and considering three sample periods, we construct a number of real-world models: specifically, theHWmodel, the one-factor HJM model, the threefactor HJM model and other variations. The exposure profiles of interest rate swaps are calculated from the forward-rate scenarios simulated by our real-world models. We compare the results of applying the above models, using three sample periods from the viewpoint of model validation. As a result, the potential future exposure profile under the real-world simulation reflects the volatility structure and the historical drift of the forward rates. In contrast, the risk-neutral model does not reflect the historical drift, but it does reflect the volatility structure.
AB - This paper examines the credit exposure evaluation properties of interest rate derivatives to manage counterparty credit risk, working with the real-world probability.We briefly introduce the Heath-Jarrow-Morton (HJM) model and the Hull-White (HW) model in connection with real-world modeling. In a backward-looking approach, a real-world model is constructed from a combination of interest rate model and historical data of forward rates. By using data from the Japanese London Interbank Offered Rate/swap markets and considering three sample periods, we construct a number of real-world models: specifically, theHWmodel, the one-factor HJM model, the threefactor HJM model and other variations. The exposure profiles of interest rate swaps are calculated from the forward-rate scenarios simulated by our real-world models. We compare the results of applying the above models, using three sample periods from the viewpoint of model validation. As a result, the potential future exposure profile under the real-world simulation reflects the volatility structure and the historical drift of the forward rates. In contrast, the risk-neutral model does not reflect the historical drift, but it does reflect the volatility structure.
KW - Counterparty credit risk (CCR)
KW - Interest rate model
KW - Interest rate risk management
KW - Market price of risk
KW - Potential future exposure
KW - Real-world simulation
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U2 - 10.21314/JRMV.2018.195
DO - 10.21314/JRMV.2018.195
M3 - Article
AN - SCOPUS:85060270246
SN - 1753-9579
VL - 12
SP - 69
EP - 95
JO - Journal of Risk Model Validation
JF - Journal of Risk Model Validation
IS - 4
ER -