Research Topics

Publications on Empirical modeling

There are 2 publications for Empirical modeling.
  • On the Design of Empirical Stock-Flow-Consistent Models


    Working Paper No. 919 | January 2019
    While the literature on theoretical macroeconomic models adopting the stock-flow-consistent (SFC) approach is flourishing, few contributions cover the methodology for building a SFC empirical model for a whole country. Most contributions simply try to feed national accounting data into a theoretical model inspired by Wynne Godley and Marc Lavoie (2007), albeit with different degrees of complexity.
     
    In this paper we argue instead that the structure of an empirical SFC model should start from a careful analysis of the specificities of a country’s sectoral balance sheets and flow of funds data, given the relevant research question to be addressed. We illustrate our arguments with examples for Greece, Italy, and Ecuador.
     
    We also provide some suggestions on how to consistently use the financial and nonfinancial accounts of institutional sectors, showing the link between SFC accounting structures and national accounting rules.
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    Author(s):
    Gennaro Zezza Francesco Zezza

  • Endogenous Bank Credit and Its Link to Housing in OECD Countries


    Working Paper No. 750 | January 2013

    The relevant economic literature frequently focuses on the impact of credit shocks on housing prices. The doctrine of the “New Consensus Macroeconomics” completely ignores bank credit. The “Great Recession,” however, has highlighted the significance of bank credit. The purpose of this contribution is to revisit this important macroeconomic variable. We propose to endogenize the volume of bank credit by paying special attention to those variables that are related to the real estate market, which can be considered key to the evolution of bank credit. Our theoretical hypothesis is tested by means of a sample of 15 Organisation for Economic Co-operation and Development (OECD) economies from 1970 to 2011. We apply the cointegration technique for the latter purpose, which permits the modeling of the long-run equilibrium relationship and the dynamics of the short run, along with an error-correction term.

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    Author(s):
    Philip Arestis Ana Rosa González

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