Assessing monetary policy in the euro area: a factor-augmented VAR approach

Rita Soares

Working Papers from Banco de Portugal, Economics and Research Department

Abstract: In order to overcome the omitted information problem of small-scale vector autoregression (VAR) models, this study combines the VAR methodology with dynamic factor analysis and assesses the effects of monetary policy shocks in the euro area in the period during which there is a single monetary policy. Using the factor-augmented vector auto-regressive (FAVAR) approach of Bernanke et al. (2005), we summarise the information contained in a large set of macroeconomic time series with a small number of estimated factors and use them as regressors in recursive VARs to evaluate the impact of the non-systematic component of the ECB’s actions. Overall, our results suggest that the inclusion of factors in the VAR allows us to obtain a more coherent picture of the effects of monetary policy innovations, both by achieving responses easier to understand from the theoretical point of view and by increasing the precision of such responses. Moreover, this framework allows us to compute impulse-response functions for all the variables included in the panel, thereby providing a more complete and accurate depiction of the effects of policy disturbances. However, the extra information generated by the FAVAR also delivers some puzzling responses, in particular those relating to exchange rates.

JEL-codes: C32 E52 E58 (search for similar items in EconPapers)
Date: 2011
New Economics Papers: this item is included in nep-cba, nep-eec and nep-mon
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (9)

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Persistent link: https://EconPapers.repec.org/RePEc:ptu:wpaper:w201111

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