Skip to main content
Top

2014 | OriginalPaper | Chapter

10. Macroeconomic Forecasting with Agent-Based Models: Prediction and Simulation of the Impact of Public Policies on SMEs

Authors : Federico Pablo-Marti, Antonio Garcia-Tabuenca, Juan Luis Santos, Maria Teresa Gallo, Maria Teresa del Val, Tomas Mancha

Published in: Advances in Computational Social Science

Publisher: Springer Japan

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The aim of this chapter is to show and discuss an integrated scheme of the MOSIPS project. This project, using an agent-based model methodology, focuses on simulating and evaluating policies for small and medium enterprises within a local environment. Its purpose is to conduct experiments on the implementation of policies according to different socio-economic scenarios. The results of these experiments allow stakeholders and citizens to know how the measures proposed by governments affect them and enable them to interact in the decision-making process. This perspective allows the analysis and implementation of the actions, interactions, and results between agents. At the micro-level, the model provides two main kinds of agents: individuals and firms, and some other entities: the public sector, the financial system, and the external sector. It also determines rules for actions and interactions. Simulations of variables and parameters lead to the analysis of the evolution and the forecast of the system at the macroeconomic level. The trajectories of the agents offer a dynamic standpoint that overcomes the standard equilibrium models.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Colander D, Howwit P, Kirman A, Leijonhufvud A, Mehrling P (2008) Beyond DSGE models: toward an empirically based macroeconomics. Am Econ Rev 98(2):236–240CrossRef Colander D, Howwit P, Kirman A, Leijonhufvud A, Mehrling P (2008) Beyond DSGE models: toward an empirically based macroeconomics. Am Econ Rev 98(2):236–240CrossRef
4.
go back to reference Dosi G, Fagiolo G, Roventini A (2010) Schumpeter meeting Keynes: a policy-friendly model of endogenous growth and business cycles. J Econ Dyn Control 34(9):1748–1767CrossRef Dosi G, Fagiolo G, Roventini A (2010) Schumpeter meeting Keynes: a policy-friendly model of endogenous growth and business cycles. J Econ Dyn Control 34(9):1748–1767CrossRef
6.
go back to reference Farmer J, Foley D (2009) The economy needs agent-based modelling. Nature 460:685–686CrossRef Farmer J, Foley D (2009) The economy needs agent-based modelling. Nature 460:685–686CrossRef
7.
go back to reference Gintis H (2006) The emergence of a price system from decentralized bilateral exchange. Contrib Theor Econ 6(1):1–15CrossRef Gintis H (2006) The emergence of a price system from decentralized bilateral exchange. Contrib Theor Econ 6(1):1–15CrossRef
8.
go back to reference Kirman A (2010) The economic crisis is a crisis for economic theory. CESifo Econ Stud 56(4):498–535CrossRef Kirman A (2010) The economic crisis is a crisis for economic theory. CESifo Econ Stud 56(4):498–535CrossRef
10.
go back to reference Santos JL (2012) La necesidad de un cambio de paradigma en la prediccion economica. Del equilibrio general a los modelos basados en agentes. Encrucijadas: Revista Critica de Ciencias Sociales 4:133–150 Santos JL (2012) La necesidad de un cambio de paradigma en la prediccion economica. Del equilibrio general a los modelos basados en agentes. Encrucijadas: Revista Critica de Ciencias Sociales 4:133–150
11.
go back to reference Tesfatsion L (2006) Agent-based computational economics: a constructive approach to economic theory. In: Tesfastion L, Judd K (eds) Handbook of computational economics, vol 2. Elsevier, North-Holland Tesfatsion L (2006) Agent-based computational economics: a constructive approach to economic theory. In: Tesfastion L, Judd K (eds) Handbook of computational economics, vol 2. Elsevier, North-Holland
12.
go back to reference Wolf S, Fürst S, Mande A, Lass W, Lincke D, Pablo-Mart F, Jaeger C (2013) A multi-agent model of several economic regions. Environ Model Softw 44:25–43CrossRef Wolf S, Fürst S, Mande A, Lass W, Lincke D, Pablo-Mart F, Jaeger C (2013) A multi-agent model of several economic regions. Environ Model Softw 44:25–43CrossRef
Metadata
Title
Macroeconomic Forecasting with Agent-Based Models: Prediction and Simulation of the Impact of Public Policies on SMEs
Authors
Federico Pablo-Marti
Antonio Garcia-Tabuenca
Juan Luis Santos
Maria Teresa Gallo
Maria Teresa del Val
Tomas Mancha
Copyright Year
2014
Publisher
Springer Japan
DOI
https://doi.org/10.1007/978-4-431-54847-8_10

Premium Partner