Before revision:  Applying the Loss Distribution Approach used in insurance and operational risk theory and practice, we estimate a multi-country aggregate GDP loss distribution and thus approximate the conditional losses in the event of financial crises.
After revision:  Applying the Loss Distribution Approach used in insurance and operational risk theory and practice, we estimate a multi-country aggregate GDP loss probability density function and the percentiles associated to extreme events due to financial crises.