When a borrower defaults, the loss a lender actually suffers depends not just on whether default happens, but on how much value can be recovered afterwards. One dollar of defaulted debt might return only 40 cents, or maybe nothing at all. This chapter explains how we measure that loss severity, model it with regression and decision trees, simulate its possible outcomes, and price it into bond spreads.