Quantitative growth economists often have to deal with model uncertainty (Barro et al. (2003)) and the issue of open-endedness of theories (Brock and Durlauf (2001)). Bayesian Model Averaging is the best statistical tool to evaluate the variables to include in a growth regression. This work aims to investigate the robustness of the determinants of growth in Europe from 2002 to 2019. Our dataset is composed of 70 explanatory variables for 19 European countries. We compare different BMA estimates by combining 2 model priors with 5 coefficient priors and we find that no variable is robust to all our specifications. Our results support neoclassical growth theories, as the initial level of GDP per capita and savings are robust determinants of growth. Other robust determinants include the share of manufacturing in GDP, demography, public accounts, wage and labor contract regulation, and fixed capital accumulation.

Are there any robust determinants of growth in Europe? A bayesian model averaging approach / D'Andrea, Sara. - In: INTERNATIONAL ECONOMICS. - ISSN 2110-7017. - 171:(2022), pp. 143-173. [10.1016/j.inteco.2022.06.001]

Are there any robust determinants of growth in Europe? A bayesian model averaging approach

D'Andrea, Sara
Primo
2022

Abstract

Quantitative growth economists often have to deal with model uncertainty (Barro et al. (2003)) and the issue of open-endedness of theories (Brock and Durlauf (2001)). Bayesian Model Averaging is the best statistical tool to evaluate the variables to include in a growth regression. This work aims to investigate the robustness of the determinants of growth in Europe from 2002 to 2019. Our dataset is composed of 70 explanatory variables for 19 European countries. We compare different BMA estimates by combining 2 model priors with 5 coefficient priors and we find that no variable is robust to all our specifications. Our results support neoclassical growth theories, as the initial level of GDP per capita and savings are robust determinants of growth. Other robust determinants include the share of manufacturing in GDP, demography, public accounts, wage and labor contract regulation, and fixed capital accumulation.
2022
Bayesian model averaging; growth econometrics; economic growth; bayesian methods
01 Pubblicazione su rivista::01a Articolo in rivista
Are there any robust determinants of growth in Europe? A bayesian model averaging approach / D'Andrea, Sara. - In: INTERNATIONAL ECONOMICS. - ISSN 2110-7017. - 171:(2022), pp. 143-173. [10.1016/j.inteco.2022.06.001]
File allegati a questo prodotto
File Dimensione Formato  
Dandrea_Robust_2022.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 3.98 MB
Formato Adobe PDF
3.98 MB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1649564
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? ND
social impact