Ideally, we like to examine the historical default performance for
all deals by issuer in order to determine a general pattern of defaults.
We also look at the default patterns by specific vintages to determine
whether vintage-specific default patterns serve as a more appropriate
basis for forecasting default rates. If specific vintages deviate greatly
from the overall default pattern for a particular issuer, we will use
the vintage-specific pattern to forecast default rates. Once we have
selected the default pattern for an issuer, often with the use of regression
analysis, we then compute a peak CDR that equates the actual cumulative
defaults-to-date with forecast cumulative defaults. For example, Figure
1 below shows the regression line we fit to the actual historical default
rates for a particular issuer across all deals. One can see that the
general default pattern rises from zero to a peak level over 24 months,
levels off for another 24 months and then eventually declines to half
the peak default rate by month 108 months. In applying this general
pattern, we computed a peak CDR of 9.3% for the specific deal, which
equates actual cumulative defaults with forecast cumulative defaults.
The actual 3-month historical CDR for this deal was 14.2%.
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