
Answer-first summary for fast verification
Answer: 0.1
## Explanation To solve this problem, we need to understand the relationship between default correlation and joint default probability in a single-factor credit model. **Given:** - Default correlation = 4.9% = 0.049 - Individual default probability (PD) = 2% = 0.02 for both credits - Joint default probability follows bivariate standard normal distribution **Key Formula:** The joint default probability (JDP) can be calculated using: \[ JDP = \Phi_2(\Phi^{-1}(PD), \Phi^{-1}(PD); \rho) \] where: - \(\Phi_2\) is the bivariate standard normal CDF - \(\Phi^{-1}\) is the inverse standard normal CDF - \(\rho\) is the asset correlation **Calculating the theoretical joint default probability:** Given default correlation = 0.049 and PD = 0.02, we can calculate the theoretical JDP: \[ JDP_{theoretical} = PD^2 + \rho_{default} \times PD \times (1-PD) \] \[ JDP_{theoretical} = (0.02)^2 + 0.049 \times 0.02 \times (1-0.02) \] \[ JDP_{theoretical} = 0.0004 + 0.049 \times 0.02 \times 0.98 \] \[ JDP_{theoretical} = 0.0004 + 0.0009604 \] \[ JDP_{theoretical} = 0.0013604 = 0.13604\% \] **Matching with the table:** Looking at the table, we need to find which asset correlation gives a joint default probability closest to 0.13604%: - Asset correlation 0.25 → JDP = 0.136% - Asset correlation 0.20 → JDP = 0.110% - Asset correlation 0.15 → JDP = 0.040% - Asset correlation 0.10 → JDP = 0.069% **Conclusion:** The asset correlation of 0.25 gives a joint default probability of 0.136%, which matches our calculated theoretical JDP of 0.13604% most closely. Therefore, the implied asset correlation is 0.25. **Answer: D (0.25)**
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The default correlation under a single-factor credit model is 4.9%. Both credits have the same individual default probabilities of 2%. The joint default probability is characterized by a bivariate standard normal distribution. Below listed the asset correlations implied by various joint default probabilities. What is the implied asset correlation?
| Asset Correlation | Joint Default Probability |
|---|---|
| - | 0.040% |
| 0.05 | 0.053% |
| 0.10 | 0.069% |
| 0.15 | 0.040% |
| 0.20 | 0.110% |
| 0.25 | 0.136% |
A
0.1
B
0.15
C
0.2
D
0.25
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