Exploratory modeling for managing uncertain risk

Risk assessment provides the basis for risk management decisions. Traditional risk assessment, based on the precise specification of loss probability distributions, is prone to failure due to the uncertainties involved. We suggest here the incorporation of exploratory modeling and the development of multiple plausible scenarios as a solution to modeling risk under extreme uncertainty. This solution is consistent with fuzzy and interval-based approaches to the assessment of model uncertainties