Part 1. Introduction -- Introduction to Asset-Backed Securities -- Cashflow Modelling -- Part 2. Modelling Defaults and Prepayments -- Deterministic Models -- Stochastic Models -- Part 3. Model Risk and Parameter Sensitivity -- Model Risk and Parameter Sensitivity -- Global Sensitivity Analysis for ABS -- Part 4. Summary and Conclusions -- Summary
Summary
The book draws on current research on model risk and parameter sensitivity of securitisation ratings. It provides practical ideas and tools that can facilitate a more informed usage of securitisation ratings. We show how global sensitivity analysis techniques can be used to better analyse and to enhance the understanding of the uncertainties inherent in ratings due to uncertainty in the input parameters. The text introduces a novel global rating approach that takes the uncertainty in the ratings into account when assigning ratings to securitisation products. The book also covers new prepayment and default models that overcome flaws in current models
