A Critical Guide to Empirical Validation of Agent-Based Economics Models: Methodologies, Procedures, and Open Problems

This paper addresses the methodological problems of empirical validation in agentbased (AB) economics models and how these are currently being tackled. We first identify a set of issues that are common to all modellers engaged in empirical validation. We then propose a novel taxonomy, which captures the relevant dimensions along which AB economics models differ. We argue that these dimensions affect the way in which empirical validation is carried out by AB modelllers and we critically discuss the main alternative approaches to empirical validation being developed in AB economics. We conclude focusing on a set of (as yet) unresolved issues for empirical validation that require future research.