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Explanation in agent-based modelling: Functions, causality or mechanisms?

Elsenbroich, C (2012) Explanation in agent-based modelling: Functions, causality or mechanisms? JASSS, 15 (3).

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Abstract

What kind of knowledge can we obtain from agent-based models? The claim that they help us to study the social world needs unpacking. I will defend agent-based modelling against a recent criticism that undermines its potential as a method to investigate underlying mechanisms and provide explanations of social phenomena. I show that the criticism is unwarranted and the problem can be resolved with an account of explanation that is associated with the social sciences anyway, the mechanism account of explanation developed in Machamer et al. (2000). I finish off discussing the mechanism account with relation to prediction in agent-based modelling. © Copyright JASSS.

Item Type: Article
Divisions : Faculty of Arts and Social Sciences > Department of Sociology
Authors :
AuthorsEmailORCID
Elsenbroich, CUNSPECIFIEDUNSPECIFIED
Date : June 2012
Additional Information : Published version of this article can be found at http://jasss.soc.surrey.ac.uk/15/3/1.html
Depositing User : Symplectic Elements
Date Deposited : 17 Jul 2014 08:45
Last Modified : 26 Jul 2016 10:02
URI: http://epubs.surrey.ac.uk/id/eprint/805536

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