Figures & data
Table 1. Average corporate debt recovery rates measured by trading prices.
Table 2. Average corporate debt recovery rates measured by ultimate recoveries, 1987–2017.
Table 3. Average senior unsecured bond recovery rates by year prior to default, 1983–2017.
Table 4. Estimated recovery rates for leasing contracts.
Table 5. Default tree scenarios and bond net present value.
Table 6. Default tree scenarios and bond net present value for a new recovery rate = 50%.
Figure 2. Basic Materials sector, BB-rated YTM curve (%), 30/09/21.
Source: Reuters and compiled by the authors
![Figure 2. Basic Materials sector, BB-rated YTM curve (%), 30/09/21.Source: Reuters and compiled by the authors](/cms/asset/42ab942f-27c5-4e79-a786-3daeb62347e8/rero_a_2106273_f0002_b.jpg)
Table 7. Basic materials sector, BB-rated YTM curve bond constituents, 30/09/21.
Figure 3. Basic Materials sector, BB standard and shifted YTM curves, 30/09/2021.
Source: Reuters and compiled by the authors
![Figure 3. Basic Materials sector, BB standard and shifted YTM curves, 30/09/2021.Source: Reuters and compiled by the authors](/cms/asset/e6b2c0b2-f971-4ec0-8064-153b52304ecd/rero_a_2106273_f0003_c.jpg)
Table 8. Several outstanding bonds for BBVA, SA, for several seniority tranches, 30/09/21.
Table 9. Several outstanding bonds for BBVA, SA, for several seniority tranches, and model outputs, 30/09/2021.
Table 10. Several outstanding bonds for CaixaBank, for several seniority tranches, 30/09/2021.
Table 11. Several outstanding bonds for CaixaBank, for several seniority tranches, and model outputs, 30/09/21.
Table 12. Initial sample.
Table 13. Bonds used for model testing, 30/09/2021.
Figure 5. Normal Q-Q Plot, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 5. Normal Q-Q Plot, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/ff600d41-7c20-4fbd-b39b-ab432c2b1807/rero_a_2106273_f0005_c.jpg)
Figure 6. OLS regression without outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 6. OLS regression without outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/a15426b6-2377-4309-9ed1-8aadd933c36e/rero_a_2106273_f0006_c.jpg)
Figure 7. Normal Q-Q Plot for regression residuals w/out outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 7. Normal Q-Q Plot for regression residuals w/out outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/0e77819f-f891-45f3-b94f-67f5f6def674/rero_a_2106273_f0007_c.jpg)
Figure 8. Cook’s distance for regression residuals w/out outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 8. Cook’s distance for regression residuals w/out outliers, Predicted ΔYTM vs Actual ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/37bb7a12-6428-49e2-8373-9325b0cd5f42/rero_a_2106273_f0008_c.jpg)
Figure 9. Residuals fitting for Bootstrap resampling on Predicted ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 9. Residuals fitting for Bootstrap resampling on Predicted ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/35d2c10b-b697-4a95-bf55-68674d39019a/rero_a_2106273_f0009_c.jpg)
Figure 10. Residuals fitting for Bootstrap resampling on Predicted ΔYTM, without outliers, 30/09/2021.
Source: compiled by the authors
![Figure 10. Residuals fitting for Bootstrap resampling on Predicted ΔYTM, without outliers, 30/09/2021.Source: compiled by the authors](/cms/asset/61f78fb2-2a48-4a20-b318-4b7db43ce80c/rero_a_2106273_f0010_c.jpg)
Figure 11. Residuals fitting for Repeated K-Folds on Predicted ΔYTM, 30/09/2021.
Source: compiled by the authors
![Figure 11. Residuals fitting for Repeated K-Folds on Predicted ΔYTM, 30/09/2021.Source: compiled by the authors](/cms/asset/bb471b3a-b490-4ecd-9972-9cefad43e547/rero_a_2106273_f0011_c.jpg)
Figure 12. Residuals fitting for Repeated K-Folds on Predicted ΔYTM, without outliers, 30/09/2021.
Source: compiled by the authors
![Figure 12. Residuals fitting for Repeated K-Folds on Predicted ΔYTM, without outliers, 30/09/2021.Source: compiled by the authors](/cms/asset/835c0c9b-5d0c-4b9d-bab0-b23588872bd3/rero_a_2106273_f0012_c.jpg)
Figure 13. OLS regression, Predicted ΔYTM vs Actual ΔYTM, 20/03/2020.
Source: compiled by the authors
![Figure 13. OLS regression, Predicted ΔYTM vs Actual ΔYTM, 20/03/2020.Source: compiled by the authors](/cms/asset/a88eed2c-ae44-4fd8-9a96-ea4a40a171ec/rero_a_2106273_f0013_c.jpg)