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A basic macroeconomic agent-based model for analyzing monetary regime shifts

In macroeconomics, an emerging discussion of alternative monetary systems addresses the dimensions of systemic risk in advanced financial systems. Monetary regime changes with the aim of achieving a more sustainable financial system have already been discussed in several European parliaments and wer...

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Detalles Bibliográficos
Autores principales: Peters, Florian, Neuberger, Doris, Reinhardt, Oliver, Uhrmacher, Adelinde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779001/
https://www.ncbi.nlm.nih.gov/pubmed/36548272
http://dx.doi.org/10.1371/journal.pone.0277615
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author Peters, Florian
Neuberger, Doris
Reinhardt, Oliver
Uhrmacher, Adelinde
author_facet Peters, Florian
Neuberger, Doris
Reinhardt, Oliver
Uhrmacher, Adelinde
author_sort Peters, Florian
collection PubMed
description In macroeconomics, an emerging discussion of alternative monetary systems addresses the dimensions of systemic risk in advanced financial systems. Monetary regime changes with the aim of achieving a more sustainable financial system have already been discussed in several European parliaments and were the subject of a referendum in Switzerland. However, their effectiveness and efficacy concerning macro-financial stability are not well-known. This paper defines the economic requirements for modeling the current monetary system and introduces the corresponding macroeconomic agent-based model (MABM) in a continuous-time stochastic agent-based simulation environment with a provenance model. This MABM aims to present a starting point for exploring and analyzing monetary reforms. In this context, the monetary system affects the lending potential of banks and might impact the dynamics of financial crises. MABMs are predestined to replicate emergent financial crisis dynamics, analyze institutional changes within a financial system, and thus measure macro-financial stability. The used simulation environment makes the model more accessible and facilitates exploring the impact of different hypotheses and mechanisms in a less complex way. Moreover, the model replicates a wide range of stylized economic facts, which validates it as an analysis tool to implement and compare monetary regime shifts.
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spelling pubmed-97790012022-12-23 A basic macroeconomic agent-based model for analyzing monetary regime shifts Peters, Florian Neuberger, Doris Reinhardt, Oliver Uhrmacher, Adelinde PLoS One Research Article In macroeconomics, an emerging discussion of alternative monetary systems addresses the dimensions of systemic risk in advanced financial systems. Monetary regime changes with the aim of achieving a more sustainable financial system have already been discussed in several European parliaments and were the subject of a referendum in Switzerland. However, their effectiveness and efficacy concerning macro-financial stability are not well-known. This paper defines the economic requirements for modeling the current monetary system and introduces the corresponding macroeconomic agent-based model (MABM) in a continuous-time stochastic agent-based simulation environment with a provenance model. This MABM aims to present a starting point for exploring and analyzing monetary reforms. In this context, the monetary system affects the lending potential of banks and might impact the dynamics of financial crises. MABMs are predestined to replicate emergent financial crisis dynamics, analyze institutional changes within a financial system, and thus measure macro-financial stability. The used simulation environment makes the model more accessible and facilitates exploring the impact of different hypotheses and mechanisms in a less complex way. Moreover, the model replicates a wide range of stylized economic facts, which validates it as an analysis tool to implement and compare monetary regime shifts. Public Library of Science 2022-12-22 /pmc/articles/PMC9779001/ /pubmed/36548272 http://dx.doi.org/10.1371/journal.pone.0277615 Text en © 2022 Peters et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Peters, Florian
Neuberger, Doris
Reinhardt, Oliver
Uhrmacher, Adelinde
A basic macroeconomic agent-based model for analyzing monetary regime shifts
title A basic macroeconomic agent-based model for analyzing monetary regime shifts
title_full A basic macroeconomic agent-based model for analyzing monetary regime shifts
title_fullStr A basic macroeconomic agent-based model for analyzing monetary regime shifts
title_full_unstemmed A basic macroeconomic agent-based model for analyzing monetary regime shifts
title_short A basic macroeconomic agent-based model for analyzing monetary regime shifts
title_sort basic macroeconomic agent-based model for analyzing monetary regime shifts
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779001/
https://www.ncbi.nlm.nih.gov/pubmed/36548272
http://dx.doi.org/10.1371/journal.pone.0277615
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