  We propose two structural models for stochastic losses given default which
allow to model the credit losses of a portfolio of defaultable financial
instruments. The credit losses are integrated into a structural model of
default events accounting for correlations between the default events and the
associated losses. We show how the models can be calibrated and analyze the
impact of correlations between the occurrences of defaults and recoveries by
testing our models for a representative sample portfolio.
