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12345678wdv · 2024年08月25日

harzed rate 与 PD 的区别或者联系

NO.PZ2024050101000033

问题如下:

The head of the fixed-income department of a bank asks a risk analyst to review an outstanding bond issued by Company GRN, a livestock producer. The bond currently trades at a spread of 250 bps over the risk-free interest rate and has a recovery rate of 75%. Senior management of the bank has expressed concern about the slowdown in business activities in the livestock industry, which is expected to last for the next 3 years. The analyst applies the constant hazard rate process in estimating default probability and assumes that, under a stressed market scenario, the bond would trade at a spread of 480 bps over the risk-free interest rate curve, and its recovery rate would decrease to 40%. Assuming the stress scenario prevails, what would be the correct estimate of the probability that Company GRN would not default on its bond over the next 3 years?

选项:

A.

69.8%

B.

78.7%

C.

86.6%

D.

74.1%

解释:

B is correct. First, calculate the hazard rate under stressed condition:


Using the constant hazard rate process, the probability of surviving up to end of year 3 (t = 3) = exp(-λt) = exp(-0.08*3) = 0.7866 = 78.66%.

A is incorrect. 69.77% is the result obtained by incorrectly using the recovery rate and not the LGD in the hazard rate formula.

C is incorrect. 86.59% is the result obtained by incorrectly taking the hazard rate per year to be equal to 4.8% (ignoring the recovery rate). Thus, probability of surviving up to end of year 3 = exp(-λt) = exp(-0.048*3) = 0.8659 = 86.59%.

D is incorrect. 89.14% is the result obtained by incorrectly using the original spread (250 bps) and recovery rate of 75% to calculate the hazard rate per year = 250 / (10,000/0.25) = 0.10, which provides probability of surviving up to end of year 3 = exp(-λt) = exp(-0.10*3) = 0.7401 = 74.1%.

如题

1 个答案

pzqa27 · 2024年08月26日

嗨,爱思考的PZer你好:


Harzed rate(即时违约率)和 PD(违约概率)是信用风险管理中的两个相关但不同的概念:



Harzed rate 通常指**某一时刻的违约率,反映的是一个信用主体在特定时间段(如下一时刻)内发生违约的瞬时概率。即时违约率的主要特点是它是一个条件概率,条件是信用主体在之前的时间段内没有违约。



λ是在时间 t 时刻的违约率,表示为:

 这里 T 是违约时间。



PD(Probability of Default)指的是在一定时间周期内的违约概率,通常以年度或多个年度的时间尺度进行计算。例如,PD 可以是未来一年内或五年内某个借款人违约的概率。


通常表示为:


 这里T是违约时间,表示在未来的 t到 T 之间发生违约的概率。


PD 是一个累积的违约概率,而 harzed rate 是瞬时违约率。即时违约率描述的是违约的瞬时风险,而 PD 则描述了整个时间周期内的累积违约概率。


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