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徐威廉 · 2024年04月23日

不会算

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]

求讲解

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已采纳答案

李坏_品职助教 · 2024年04月24日

嗨,爱思考的PZer你好:


首先有一个知识点:表格里的cumulative pd的意思是,在第一年违约的累计概率是24.78%, 在前两年内违约的概率是34.51%,在三年内违约的概率是39.86%.


本题问的是第三年的contitional PD,第三年的conditional PD = 第三年的unconditional PD / 第三年的survival rate。

计算步骤:

  1. 第三年的unconditional PD = 第三年的Cumulative PD - 第二年的Cumulative PD。也就是39.86% – 34.51% = 5.35%,这个得出了第三年的unconditional PD。
  2. 第三年的survival rate指的是bond没有在前两年违约的概率,也就是1-第二年的Cumulative PD=1-34.51% = 65.49%
  3. 最后得出,第三年的conditional PD = 第三年的unconditional PD / 第三年的survival rate = 5.35% / 65.49%=8.17%


所以总结一下:

第t年的survival rate = 1 - 前一年的Cumulative PD,

第t年的conditional PD = 第t年的unconditional PD / 第t年的survival rate

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