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皓皓心 · 2024年10月02日

什么时候用答案这个公式,什么时候用e^-h*t这个公式,这个两个有什么区别?

NO.PZ2024030508000050

问题如下:

A risk analyst at a high-yield bond fund is calculating the conditional probability of default (PD) for a CCC-rated bond. The analyst has the following cumulative PD data from a rating agency:

What is the conditional probability that the bond defaults during year 3?

选项:

A.5.35% B.8.17% C.19.90% D.26.10%

解释:

Explanation: B is correct. To calculate conditional PD in year 3, one must first calculate the unconditional PD in year 3. This equals the difference between the cumulative PDs in year 3 and year 2: 39.86% – 34.51% = 5.35%.

Conditional PD in year 3 is the PD in year 3 on the condition that the bond survives to year 3, or the unconditional PD divided by the survival rate. The survival rate to year 3 is one minus the cumulative PD to year 2: 100% – 34.51% = 65.49%. Conditional PD in year 3 is therefore 5.35% / 65.49% = 8.17%.

A is incorrect. This is the year 3 unconditional PD.

C is incorrect. This plugs the year 2 and year 3 cumulative PDs into the formula for calculating the year 3 unconditional PD from hazard rates:

= exp(34.51% 2) exp(39.86% 3) = 19.90%

D is incorrect. This multiplies the survival rate to year 3 by the year 3 cumulative probability.

Learning Objective: Define conditional and unconditional default probabilities and explain the distinction between the two.

Reference: Global Association of Risk Professionals, Valuation and Risk Models (New York, NY: Pearson, 2023). Chapter 4. External and Internal Credit Ratings [VRM–4]

什么时候用答案这个公式,什么时候用e^-h*t这个公式,这个两个有什么区别?

1 个答案

李坏_品职助教 · 2024年10月02日

嗨,从没放弃的小努力你好:


题目问的是在第三年违约的条件概率是多少?本题是给出了cumulative PD,所以不需要用e^(-h*t)。


违约的条件概率 = 违约的非条件概率 / 幸存概率。


题目已经给出了cumulative PD(累计违约概率),所以要用第三年的累计违约概率减去第二年的累计违约概率,得出第三年的非条件违约概率,再除以幸存概率得出最终的条件概率。



如果,题目是给出了hazard rate(就是下图公式里的h),让你求第三年违约的条件概率,那么需要先用下图的公式求出非条件概率:

在用这个非条件概率 除以 幸存概率,得出最终的条件概率。

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