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徐威廉 · 2024年10月01日

这道题具体流程能否写一下

NO.PZ2024050101000100

问题如下:

A CRO at an investment bank has asked the risk department to evaluate the bank’s 3-year derivative exposure position with a counterparty. The 1-year CDS on the counterparty is currently trading at a spread of 180 bps. The table below presents trade and forecast data on the CDS spread, the expected exposure, and the recovery rate on the counterparty:

Additionally, the CRO has presented the risk team with the following set of assumptions to use in conducting the analysis:

Counterparty’s default probabilities follow a constant hazard rate process

The investment bank and the counterparty have signed a credit support annex (CSA) to cover this exposure, which requires collateral posting of AUD 13 million over the life of the contract

The current risk-free rate of interest is 2% and the term structure of interest rates will remain flat over the 3-year horizon

Collateral and exposure values will remain stable over the life of the contract

Given the information and the assumptions above, what is the correct estimate for the credit valuation adjustment for this position?

选项:

A.

AUD 0.140 million

B.

AUD 0.863 million

C.

AUD 1.291 million

D.

AUD 2.514 million

解释:

To derive the credit valuation adjustment (CVA), we use the standard formula:


Where (at any time t),

• The discount factor (DFt) is determined from the risk-free rate of 2%; and

• The hazard rate = Spread/(1 – RR) = (180/10,000)/(1 – 0.85) = 12% (true for years 2 and 3);

• The probability of default is derived from its relationship with the constant hazard rate (λ) ,

PD(t)=1-exp(-λt).

For instance, PD(1)=1-exp(-0.12*1)=11.31% (Marginal probability (PD1))

PD(2)=1-exp(-0.12*2) = 21.34%; Marginal probability (PD2)=21.34%-11.31%=10.03%

PD(3)=1-exp(-0.12*3) = 30.23%; Marginal probability (PD3)=30.23%-21.34%=8.89%

• Collateral amounts of AUD 13 million for year 2 and AUD 13 million for year 3 are considered.

Hence, the rest of the derivation becomes:

(Expected Exposure, Collateral, and CVA in AUD million)

这道题具体流程能否写一下

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已采纳答案

pzqa27 · 2024年10月08日

嗨,努力学习的PZer你好:


这个题看似很难,过程繁琐,实际上是一个流程化非常标准的题目,它的主要目的就是让我们计算一下CVA是多少。然后根据我们学过的CVA公式,一般常用的就2个公式,第一个是PD*LGD*EE以及其相关的变种,第二个是CVA 作为spread也就是CDS spread*EPE这个公式。

这个题用到的是第一个公式

因此目的就转化成求PD,LGD以及EE了

题目给出了每年的recover rate,因此LGD是可以计算出来的,即1-RR

同时每一年的EE也有了,都是15。

现在就把每一年的PD算出来就可以了,用到的是下图的公式

根据“Counterparty’s default probabilities follow a constant hazard rate process”可以认为λ不变,那么hazard rate就是 Spread/(1 – RR),用到的是下图的公式

现在PD,LGD,EE都有了后就可以算CVA了,这仨相乘后折现求和即可。



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加油吧,让我们一起遇见更好的自己!

徐威廉 · 2024年10月08日

太感谢了,老师真的太认真负责了

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