Advances in the agent-based modeling of economic and social behavior

Steinbacher, Mitja; Raddant, Matthias; Karimi, Fariba; Camacho Cuena, Eva; Alfarano, Simone; Iori, Giulia; Lux, Thomas

[journal article]

dc.contributor.author	Steinbacher, Mitja	de
dc.contributor.author	Raddant, Matthias	de
dc.contributor.author	Karimi, Fariba	de
dc.contributor.author	Camacho Cuena, Eva	de
dc.contributor.author	Alfarano, Simone	de
dc.contributor.author	Iori, Giulia	de
dc.contributor.author	Lux, Thomas	de
dc.date.accessioned	2023-08-16T12:02:08Z
dc.date.available	2023-08-16T12:02:08Z
dc.date.issued	2021	de
dc.identifier.issn	2662-9399	de
dc.identifier.uri	https://www.ssoar.info/ssoar/handle/document/88563
dc.description.abstract	In this review we discuss advances in the agent-based modeling of economic and social systems. We show the state of the art of the heuristic design of agents and how behavioral economics and laboratory experiments have improved the modeling of agent behavior. We further discuss how economic networks and social systems can be modeled and we discuss novel methodology and data sources. Lastly, we present an overview of estimation techniques to calibrate and validate agent-based models and show avenues for future research.	de
dc.language	en	de
dc.subject.ddc	Wirtschaft	de
dc.subject.ddc	Economics	en
dc.subject.ddc	Sozialwissenschaften, Soziologie	de
dc.subject.ddc	Social sciences, sociology, anthropology	en
dc.subject.other	Agent-based models; Behavioral economics; Computational economics; Computational social science; Heuristic design; Model calibration; Networks; Review	de
dc.title	Advances in the agent-based modeling of economic and social behavior	de
dc.description.review	begutachtet (peer reviewed)	de
dc.description.review	peer reviewed	en
dc.identifier.url	localfile:/var/tmp/crawlerFiles/deepGreen/09cdf672ab3d442abf7c238e50b3e9ae/09cdf672ab3d442abf7c238e50b3e9ae.pdf	de
dc.source.journal	SN Business & Economics
dc.source.volume	1	de
dc.publisher.country	CHE	de
dc.source.issue	7	de
dc.subject.classoz	Allgemeines, spezielle Theorien und Schulen, Methoden, Entwicklung und Geschichte der Wirtschaftswissenschaften	de
dc.subject.classoz	Basic Research, General Concepts and History of Economics	en
dc.subject.classoz	Erhebungstechniken und Analysetechniken der Sozialwissenschaften	de
dc.subject.classoz	Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods	en
dc.identifier.urn	urn:nbn:de:0168-ssoar-88563-0
dc.rights.licence	Creative Commons - Namensnennung 4.0	de
dc.rights.licence	Creative Commons - Attribution 4.0	en
ssoar.contributor.institution	GESIS	de
internal.status	formal und inhaltlich fertig erschlossen	de
dc.type.stock	article	de
dc.type.document	Zeitschriftenartikel	de
dc.type.document	journal article	en
internal.identifier.classoz	10901
internal.identifier.classoz	10105
internal.identifier.journal	2402
internal.identifier.document	32
internal.identifier.ddc	330
internal.identifier.ddc	300
dc.identifier.doi	https://doi.org/10.1007/s43546-021-00103-3	de
dc.description.pubstatus	Veröffentlichungsversion	de
dc.description.pubstatus	Published Version	en
internal.identifier.licence	16
internal.identifier.pubstatus	1
internal.identifier.review	1
ssoar.wgl.collection	true	de
internal.dda.reference	crawler-deepgreen-217@@09cdf672ab3d442abf7c238e50b3e9ae

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Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods
Allgemeines, spezielle Theorien und "Schulen", Methoden, Entwicklung und Geschichte der Wirtschaftswissenschaften
Basic Research, General Concepts and History of Economics

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