Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations

The potential GDP plays a fundamental role in macroeconomic models used by policymakers to make decisions. Its nature as an unobservable variable has led to the proposition of various estimation techniques based on different assumptions about its generating process. This work proposes a methodology...

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Autores:
Pinilla Barrera, Alejandro
Hurtado Rendón, Álvaro
Velásquez Ceballos, Hermilson
Tipo de recurso:
Fecha de publicación:
2024
Institución:
Universidad EAFIT
Repositorio:
Repositorio EAFIT
Idioma:
eng
OAI Identifier:
oai:repository.eafit.edu.co:10784/33716
Acceso en línea:
https://hdl.handle.net/10784/33716
Palabra clave:
potential GDP
output gap
business cycle
Taylor's rule
statistical filters
Rights
License
Acceso abierto
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spelling Medellín de: Lat: 06 15 00 N degrees minutes Lat: 6.2500 decimal degrees Long: 075 36 00 W degrees minutes Long: -75.6000 decimal degrees2024-04-22T19:36:17Z2024-042024-04-22T19:36:17Zhttps://hdl.handle.net/10784/33716C22C32E23E32E37E61E63The potential GDP plays a fundamental role in macroeconomic models used by policymakers to make decisions. Its nature as an unobservable variable has led to the proposition of various estimation techniques based on different assumptions about its generating process. This work proposes a methodology to evaluate the different techniques for estimating potential GDP: the Variation Index of Output Gap (V IOG). Inspired by the statistic mean absolute deviation and the work of Darvas, Vadas, et al. (2003), the V IOG measures the average absolute gap derived from a potential GDP estimation technique. Unlike other methodologies that assess the statistical performance of estimation techniques, the V IOG aims to provide a practical response to the subjective dilemma of potential GDP estimation depending on what policymakers seek: more aggressive economic policies, where a greater output gap is permitted, or more conservative ones, which show a smaller output gap. To illustrate this, an application using the Taylor rule is presented. The results suggest that the differences between using different methodologies to estimate potential GDP can be significant, especially in times of crisis, affecting policymakers’ decisionmaking, implying that depending on the technique used, more or less restrictive economic policy decisions may be taken.engUniversidad EAFITEscuela de Economía y Finanzas. Centro Valor PúblicoVariation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP EstimationsworkingPaperinfo:eu-repo/semantics/workingPaperDocumento de trabajo de investigacióndraftVersión publicadahttp://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_8042Acceso abiertohttp://purl.org/coar/access_right/c_abf2potential GDPoutput gapbusiness cycleTaylor's rulestatistical filtersPinilla Barrera, AlejandroHurtado Rendón, ÁlvaroVelásquez Ceballos, Hermilsonapinill2@eafit.edu.coahurtad1@eafit.edu.coevelas@eafit.edu.coUniversidad EAFITORIGINALWP_2024_02_Pinilla_Alejandro_Hurtado_Alvaro_Velasquez_Hermilson.pdfTexto completoapplication/pdf6125203https://repository.eafit.edu.co/bitstreams/5e1c5a8f-407a-49a3-8c17-2cfdebca9b67/download7df807014f887312c808c1f754d1ebdcMD51THUMBNAILWP_2024_02_Pinilla_Alejandro_Hurtado_Alvaro_Velasquez_Hermilson.jpgCarátulaimage/jpeg41352https://repository.eafit.edu.co/bitstreams/384f5456-000a-4d37-842d-a82f92832824/download233f1494175158506dacb21af25fd59dMD5210784/33716oai:repository.eafit.edu.co:10784/337162024-04-22 14:43:15.191open.accesshttps://repository.eafit.edu.coRepositorio Institucional Universidad EAFITrepositorio@eafit.edu.co
dc.title.spa.fl_str_mv Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
title Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
spellingShingle Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
potential GDP
output gap
business cycle
Taylor's rule
statistical filters
title_short Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
title_full Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
title_fullStr Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
title_full_unstemmed Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
title_sort Variation Index of the Output Gap (VIOG): A New Way of Testing Potential GDP Estimations
dc.creator.fl_str_mv Pinilla Barrera, Alejandro
Hurtado Rendón, Álvaro
Velásquez Ceballos, Hermilson
dc.contributor.author.none.fl_str_mv Pinilla Barrera, Alejandro
Hurtado Rendón, Álvaro
Velásquez Ceballos, Hermilson
dc.contributor.affiliation.none.fl_str_mv Universidad EAFIT
dc.subject.keyword.eng.fl_str_mv potential GDP
output gap
business cycle
Taylor's rule
statistical filters
topic potential GDP
output gap
business cycle
Taylor's rule
statistical filters
description The potential GDP plays a fundamental role in macroeconomic models used by policymakers to make decisions. Its nature as an unobservable variable has led to the proposition of various estimation techniques based on different assumptions about its generating process. This work proposes a methodology to evaluate the different techniques for estimating potential GDP: the Variation Index of Output Gap (V IOG). Inspired by the statistic mean absolute deviation and the work of Darvas, Vadas, et al. (2003), the V IOG measures the average absolute gap derived from a potential GDP estimation technique. Unlike other methodologies that assess the statistical performance of estimation techniques, the V IOG aims to provide a practical response to the subjective dilemma of potential GDP estimation depending on what policymakers seek: more aggressive economic policies, where a greater output gap is permitted, or more conservative ones, which show a smaller output gap. To illustrate this, an application using the Taylor rule is presented. The results suggest that the differences between using different methodologies to estimate potential GDP can be significant, especially in times of crisis, affecting policymakers’ decisionmaking, implying that depending on the technique used, more or less restrictive economic policy decisions may be taken.
publishDate 2024
dc.date.available.none.fl_str_mv 2024-04-22T19:36:17Z
dc.date.issued.none.fl_str_mv 2024-04
dc.date.accessioned.none.fl_str_mv 2024-04-22T19:36:17Z
dc.type.eng.fl_str_mv workingPaper
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dc.type.local.spa.fl_str_mv Documento de trabajo de investigación
dc.type.hasVersion.eng.fl_str_mv draft
dc.type.hasVersion.spa.fl_str_mv Versión publicada
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dc.coverage.spatial.eng.fl_str_mv Medellín de: Lat: 06 15 00 N degrees minutes Lat: 6.2500 decimal degrees Long: 075 36 00 W degrees minutes Long: -75.6000 decimal degrees
dc.publisher.spa.fl_str_mv Universidad EAFIT
dc.publisher.department.spa.fl_str_mv Escuela de Economía y Finanzas. Centro Valor Público
institution Universidad EAFIT
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repository.name.fl_str_mv Repositorio Institucional Universidad EAFIT
repository.mail.fl_str_mv repositorio@eafit.edu.co
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