Wrong-Way Risk and Conditional Exposure in CVA
Summary
Credit exposure is the value at risk of loss if a counterparty defaults at a given future time; it is not inherently conditioned on default. A standard CVA calculation often treats exposure and counterparty credit quality as uncorrelated. Wrong-way risk arises when exposure is higher as the counterparty’s credit quality worsens, while right-way risk describes the favorable dependence in which exposure tends to fall as credit weakens.
To account for this dependence, the exposure in the CVA calculation is conditioned on default occurring at that time. The document illustrates the distinction with a long-term fixed-price coal purchase: the trade’s value and the mine’s likelihood of survival can both depend on coal prices. This explains the conceptual adjustment but does not provide a numerical CVA calculation or a general method for estimating the dependence; the source notes that it complicates simpler CVA formulas.
Key ideas
- Credit exposure describes the potential claim against a counterparty at a given time.
- Standard CVA calculations often assume exposure and credit quality are uncorrelated.
- Wrong-way risk means exposure tends to be larger when counterparty credit quality deteriorates.
- Conditioning exposure on default time accounts for its dependence on counterparty credit quality.
- Right-way risk can reduce exposure when a counterparty’s financial condition worsens.
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Full text
# Is credit exposure conditional on default?
# Is credit exposure conditional on default?
Credit exposure defines the loss in the event of a counterparty defaulting, and expected exposure is the average of all credit exposures.
BUT
When adjusting the CVA calculation to account for wrong-way-risk we replace expected exposure with expect exposure at time T* conditional on this being the counterparty default time.
If exposure is already conditional on default, how is this any different?
EDIT
Here are the definitions of credit exposure and wrong way risk from the John Gregory's book as requested:
> Wrong-way risk is used to indicate an unfavorable dependence between exposure and counterparty credit quality Credit exposure is the loss in the event that the counterparty defaults. Credit exposure is characterized by the fact that a positive value of a financial instrument corresponds to a claim on a defaulted counterparty To characterize exposure we need to answer two questions: What is the current exposure (the maximum loss if the counterparty defaults now)? What is the exposure in the future (what could be the loss if the counterparty defaults at some point in the future)? This second question is far more complex to answer
Source text in question (emphasis mine):
> The presence of wrong-way risk will (unsurprisingly) increase CVA. However, the magnitude of this increase will be hard to quantify, as we shall show in some examples. Wrong-way risk also prevents one from using the (relatively) simple formulas used for CVA in Chapter 12.We can still use the same CVA expression as long as we calculate the exposure conditional $$CVA \approx (1 - Recovery) \sum\limits_{j=1}^MDF(t_{j})EE(t_{j}| t_{j} = \tau_{c})PD(t_{j-1},t_{j})$$ where $EE(t_{j}| t_{j} = \tau_{c})$ represents the expected exposure at time $t_{j}$ conditional on this being the counterparty default time ($\tau_{c}$). This replaces the previous exposure, which was unconditional. As long as we use the conditional exposure, everything is correct.upon default of the counterparty. Returning to equation (12.2), we simply rewrite the expression as
## Answer by SRKX (score 2)
https://quant.stackexchange.com/a/20927
If you provided a source for your definition of "credit exposure" and "wrong-way risk", we could probably give an answer more easily.
Credit exposure is not "conditional on default". It basically represents how much a counterparty owes you at a given time $t$.
When you compute the CVA, you usually assume that the correlation between counterparty credit quality and your credit exposure is 0. Wrong and right way risk are basically "corrections" of this assumption.
In case of "right-way" if the counterparty is having a hard time, our exposure to them is likely to be low: the correlation between counterparty credit and exposure is not 0.
For example, you agree with a coal mine to buy some of their coal every month over the next 10 years for a fixed price determined today. The trade is profitable if the price of coal goes up. If the price of coal goes up, the mine is likely to be successful. However if the coal goes down, the mine might shut down because operating costs are simply higher than the price of coal, but if the price of coal went down, your original trade was probably worth not much anymore.Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.