The finance and economics literature review provides a historical review of academic research on credit modeling beginning with Altman Z-scores, Merton's structural model and more recent "reduced form models." The industry literature includes discussions of the various credit modeling techniques, factor- based approaches, credit migration models, structural models, reduced form models, hybrid models, actuarial models and credit scoring models.