We develop a framework for modelling and reasoning with uncertainty based on accept and reject statements about gambles. It generalises the frameworks found in the literature based on statements of acceptability, desirability, or favourability and clarifies their relative position. Next to the statement-based formulation, we also provide a translation in terms of preference relations, discuss—as a bridge to existing frameworks—a number of simplified variants, and show the relationship with prevision-based uncertainty models. We furthermore provide an application to modelling symmetry judgements.

Additional Metadata
Keywords Acceptability, Indifference, Desirability, Favourability, Preference, Prevision
THEME Information (theme 2)
Publisher Elsevier
Persistent URL dx.doi.org/10.1016/j.ijar.2014.12.003
Journal International Journal of Approximate Reasoning
Project Safe Statistics
Citation
Quaeghebeur, E, de Cooman, G, & Hermans, F. (2015). Accept & Reject Statement-Based Uncertainty Models. International Journal of Approximate Reasoning, 57, 69–102. doi:10.1016/j.ijar.2014.12.003