This paper presents an open-source agent-based implementation of the BAM model, a micro-founded simulation of macroeconomic basic dynamics defined in the reference book Macroeconomics from the Bottom-up. By exploring the parameter space of our simulation we show that: i) BAM reproduces numerous stylized facts and its parameters influence the outputs plausibly; and ii) the effects of changing the size of markets and introducing shocks of different sizes are as expected. The outcomes are measured in terms of gross domestic product, inflation and unemployment rate, using monthly payments as time scale. These results confirm the fidelity and usability of our implementation, as well as the feasibility of the BAM model.

Micro-foundations of macroeconomic dynamics: The agent-based BAM model

Cecconi F;Paolucci M;
2019

Abstract

This paper presents an open-source agent-based implementation of the BAM model, a micro-founded simulation of macroeconomic basic dynamics defined in the reference book Macroeconomics from the Bottom-up. By exploring the parameter space of our simulation we show that: i) BAM reproduces numerous stylized facts and its parameters influence the outputs plausibly; and ii) the effects of changing the size of markets and introducing shocks of different sizes are as expected. The outcomes are measured in terms of gross domestic product, inflation and unemployment rate, using monthly payments as time scale. These results confirm the fidelity and usability of our implementation, as well as the feasibility of the BAM model.
2019
Istituto di Ricerche sulla Popolazione e le Politiche Sociali - IRPPS
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Inglese
Sabater-Mir, J., Torra, V., Aguiló, I., González-Hidalgo, M.
Artificial Intelligence Research and Development Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence
22nd International Conference of the Catalan Association for Artificial Intelligence
319
978-1-64368-014-9
http://www.scopus.com/record/display.url?eid=2-s2.0-85084985235&origin=inward
IOS Press
Amsterdam
PAESI BASSI
23-25/10/2019
ABM
macroeconomic dynamics
2
none
PlatasLopez A.; GuerraHernandez A.; Cecconi F.; Paolucci M.; Grimaldo F.
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/403820
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