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Measuring Financial Conditions using Equal Weights Combination

In this paper, we assess the merits of financial condition indices (FCIs) constructed using equal weights averaging versus alternatives that use data reduction techniques, like principal components, or that allow for time-varying parameters. Our analysis is based on data for 18 advanced and emerging...

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Detalles Bibliográficos
Autores principales: Arrigoni, Simone, Bobasu, Alina, Venditti, Fabrizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Palgrave Macmillan UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9181941/
http://dx.doi.org/10.1057/s41308-022-00170-y
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author Arrigoni, Simone
Bobasu, Alina
Venditti, Fabrizio
author_facet Arrigoni, Simone
Bobasu, Alina
Venditti, Fabrizio
author_sort Arrigoni, Simone
collection PubMed
description In this paper, we assess the merits of financial condition indices (FCIs) constructed using equal weights averaging versus alternatives that use data reduction techniques, like principal components, or that allow for time-varying parameters. Our analysis is based on data for 18 advanced and emerging economies at the monthly frequency covering about 70% of the world’s GDP. We study the performance of these indicators based on their ability to capture tail risk for economic activity and to predict banking and currency crises. We find that averaging with equal weights produces FCIs that are not inferior to, and often perform better than, those constructed with more sophisticated statistical methods. For the USA and for the euro area, based on the same evaluation criteria, they also work better than two popular alternatives that receive wide attention in policy discussions, namely the Chicago Fed National Financial Conditions Index and the Composite Index of Systemic Stress.
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spelling pubmed-91819412022-06-10 Measuring Financial Conditions using Equal Weights Combination Arrigoni, Simone Bobasu, Alina Venditti, Fabrizio IMF Econ Rev Research Article In this paper, we assess the merits of financial condition indices (FCIs) constructed using equal weights averaging versus alternatives that use data reduction techniques, like principal components, or that allow for time-varying parameters. Our analysis is based on data for 18 advanced and emerging economies at the monthly frequency covering about 70% of the world’s GDP. We study the performance of these indicators based on their ability to capture tail risk for economic activity and to predict banking and currency crises. We find that averaging with equal weights produces FCIs that are not inferior to, and often perform better than, those constructed with more sophisticated statistical methods. For the USA and for the euro area, based on the same evaluation criteria, they also work better than two popular alternatives that receive wide attention in policy discussions, namely the Chicago Fed National Financial Conditions Index and the Composite Index of Systemic Stress. Palgrave Macmillan UK 2022-06-09 2022 /pmc/articles/PMC9181941/ http://dx.doi.org/10.1057/s41308-022-00170-y Text en © International Monetary Fund 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Research Article
Arrigoni, Simone
Bobasu, Alina
Venditti, Fabrizio
Measuring Financial Conditions using Equal Weights Combination
title Measuring Financial Conditions using Equal Weights Combination
title_full Measuring Financial Conditions using Equal Weights Combination
title_fullStr Measuring Financial Conditions using Equal Weights Combination
title_full_unstemmed Measuring Financial Conditions using Equal Weights Combination
title_short Measuring Financial Conditions using Equal Weights Combination
title_sort measuring financial conditions using equal weights combination
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9181941/
http://dx.doi.org/10.1057/s41308-022-00170-y
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