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.
Publication type:
Contributo in atti di convegno
Publisher:
IOS Press, Amsterdam , Paesi Bassi
IOS Press, Amsterdam, NLD
Source:
22nd International Conference of the Catalan Association for Artificial Intelligence, 23-25/10/2019
info:cnr-pdr/source/autori:Platas-Lopez A.; Guerra-Hernandez A.; Cecconi F.; Paolucci M.; Grimaldo F./congresso_nome:22nd International Conference of the Catalan Association for Artificial Intelligence/congresso_luogo:/congresso_data:23-25/10/2019/anno:20
Date:
2019
Resource Identifier:
http://www.cnr.it/prodotto/i/425540
https://dx.doi.org/10.3233/FAIA190141
info:doi:10.3233/FAIA190141
http://www.scopus.com/record/display.url?eid=2-s2.0-85084985235&origin=inward
urn:isbn:978-1-64368-014-9
Language:
Eng