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Understanding Economic Instability during the Pandemic: A Factor Model Approach

aCa' Foscari University of Venice, Italy

The Economics of COVID-19

ISBN: 978-1-80071-694-0, eISBN: 978-1-80071-693-3

ISSN: 0573-8555

Publication date: 1 June 2022

Abstract

This chapter studies the effects of the COVID-19 pandemic on the economic structure of the US and EU economies by measuring its impact on some reference macro-economic variables. We use a factor model approach on a set of variables available at different frequencies (daily, weekly, monthly, and quarterly) and provide evidence of instability in the primary factors driving the economy. A sequential analysis of the factors allows us to evaluate the model's forecasting performance and extract some instability measures based on the factor model's eigenvalues. Finally, we show how to use COVID-related variables, such as policy, economic, and health indicators, to compute conditional forecasts with factor models, and perform a scenario analysis on the variables of interest to understand economic instability.

Keywords

Citation

Billio, M., Casarin, R. and Corradin, F. (2022), "Understanding Economic Instability during the Pandemic: A Factor Model Approach", Baltagi, B.H., Moscone, F. and Tosetti, E. (Ed.) The Economics of COVID-19 (Contributions to Economic Analysis, Vol. 296), Emerald Publishing Limited, Bingley, pp. 1-55. https://doi.org/10.1108/S0573-855520220000296003

Publisher

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Emerald Publishing Limited

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