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Empirically Based, Agent-based Models

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dc.contributor.author Janssen, Marco A. en_US
dc.contributor.author Ostrom, Elinor en_US
dc.date.accessioned 2009-07-31T14:50:27Z
dc.date.available 2009-07-31T14:50:27Z
dc.date.issued 2006 en_US
dc.date.submitted 2007-08-31 en_US
dc.date.submitted 2007-08-31 en_US
dc.identifier.uri https://hdl.handle.net/10535/2477
dc.description.abstract "There is an increasing drive to combine agent-based models with empirical methods. An overview is provided of the various empirical methods that are used for different kinds of questions. Four categories of empirical approaches are identified in which agent-based models have been empirically tested: case studies, stylized facts, role-playing games, and laboratory experiments. We discuss how these different types of empirical studies can be combined. The various ways empirical techniques are used illustrate the main challenges of contemporary social sciences: (1) how to develop models that are generalizable and still applicable in specific cases, and (2) how to scale up the processes of interactions of a few agents to interactions among many agents." en_US
dc.subject agent-based computational economics en_US
dc.subject modeling en_US
dc.title Empirically Based, Agent-based Models en_US
dc.type Journal Article en_US
dc.type.published published en_US
dc.subject.sector Theory en_US
dc.identifier.citationjournal Ecology and Society en_US
dc.identifier.citationvolume 11 en_US
dc.identifier.citationnumber 2 en_US
dc.identifier.citationmonth December en_US
dc.submitter.email efcastle@indiana.edu en_US


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