A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility
Dawid H, Harting P, van der Hoog S, Neugart M (2016) Working Papers in Economics and Management; 06-2016.
Bielefeld: Bielefeld University, Department of Business Administration and Economics.
Diskussionspapier
| Veröffentlicht | Englisch
Download
Autor*in
Einrichtung
Abstract / Bemerkung
This paper provides a detailed description of the Eurace@Unibi model, which has been developed as a
versatile tool for economic policy analysis. The model explicitly incorporates the decentralized
interaction of heterogeneous agents across different sectors and regions. The modeling of individual
behavior is based on heuristics with empirical microfoundations. Although Eurace@Unibi has been
applied successfully to different policy domains, the complexity of the structure of the model, which is
similar to other agent-based macroeconomic models, has given rise to concerns about the reproducibility
and robustness of the obtained insights. This paper addresses these concerns by describing the exact
details of all decision rules, interaction protocols and balance sheets used in the model. Furthermore, we
discuss the use of a virtual appliance as a tool allowing third parties to reproduce and verify the
simulation results. The paper provides a systematic and extensive sensitivity analysis of the simulation
output with respect to a set of key parameters. Particular emphasis is put on the question which
parameter constellations give rise to strong economic fluctuations and high frequencies of sudden
downturns in economic activity.
Stichworte
Eurace@Unibi;
agent-based economics;
agent-based macroeconomics;
policy analysis;
reproducibility;
virtual appliance;
etace_agent_based_modelling
Erscheinungsjahr
2016
Serientitel
Working Papers in Economics and Management
Band
06-2016
Seite(n)
66
Urheberrecht / Lizenzen
ISSN
2196-2723
Page URI
https://pub.uni-bielefeld.de/record/2902981
Zitieren
Dawid H, Harting P, van der Hoog S, Neugart M. A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility. Working Papers in Economics and Management. Vol 06-2016. Bielefeld: Bielefeld University, Department of Business Administration and Economics; 2016.
Dawid, H., Harting, P., van der Hoog, S., & Neugart, M. (2016). A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility (Working Papers in Economics and Management, 06-2016). Bielefeld: Bielefeld University, Department of Business Administration and Economics. doi:10.4119/unibi/2902981
Dawid, Herbert, Harting, Philipp, van der Hoog, Sander, and Neugart, Michael. 2016. A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility. Vol. 06-2016. Working Papers in Economics and Management. Bielefeld: Bielefeld University, Department of Business Administration and Economics.
Dawid, H., Harting, P., van der Hoog, S., and Neugart, M. (2016). A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility. Working Papers in Economics and Management, 06-2016, Bielefeld: Bielefeld University, Department of Business Administration and Economics.
Dawid, H., et al., 2016. A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility, Working Papers in Economics and Management, no.06-2016, Bielefeld: Bielefeld University, Department of Business Administration and Economics.
H. Dawid, et al., A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility, Working Papers in Economics and Management, vol. 06-2016, Bielefeld: Bielefeld University, Department of Business Administration and Economics, 2016.
Dawid, H., Harting, P., van der Hoog, S., Neugart, M.: A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility. Working Papers in Economics and Management, 06-2016. Bielefeld University, Department of Business Administration and Economics, Bielefeld (2016).
Dawid, Herbert, Harting, Philipp, van der Hoog, Sander, and Neugart, Michael. A Heterogeneous Agent Macroeconomic Model for Policy Evaluation: Improving Transparency and Reproducibility. Bielefeld: Bielefeld University, Department of Business Administration and Economics, 2016. Working Papers in Economics and Management. 06-2016.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Creative Commons Namensnennung - Weitergabe unter gleichen Bedingungen 3.0 Unported (CC BY-SA 3.0):
Volltext(e)
Access Level
Open Access
Zuletzt Hochgeladen
2019-09-25T06:54:02Z
MD5 Prüfsumme
0bf59305593e2f49d7a3d036c20f54e2
Material in PUB:
Spätere Version
Macroeconomics with heterogeneous agent models. Fostering transparency, reproducibility and replication
Dawid H, Harting P, van der Hoog S, Neugart M (2019)
Journal of Evolutionary Economics 29(1): 467-538.
Dawid H, Harting P, van der Hoog S, Neugart M (2019)
Journal of Evolutionary Economics 29(1): 467-538.