The expected time to cross a threshold and its determinants : a simple and flexible framework

Detalhes bibliográficos
Autor(a) principal: Zsurkis, Gabriel
Data de Publicação: 2021
Outros Autores: Nicolau, João, Rodrigues, Paulo M.M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/27493
Resumo: In this paper we introduce a flexible framework to estimate the expected time (ET) an outcome variable takes to cross a threshold conditional on covariates. The proposed method ology makes use of the Markovian property and allows us to infer the impacts that co variates have on the ET an outcome variable takes to revert to a value of interest (for instance, its mean) given a specific starting point. An empirical analysis of the response of U.S. unemployment persistence to monetary policy and government spending shocks is provided, contributing to a still limited literature which simultaneously allows for both types of shocks. Our results suggest that unexpected monetary and fiscal expansions seem to have a relevant role in accelerating the pace of unemployment decline towards its natural rate; and that contractionary monetary and fiscal shocks in a context of labor market slack may result in high ETs.
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spelling The expected time to cross a threshold and its determinants : a simple and flexible frameworkExpected TimeMarkov ChainsNonlinearityUnemployment GapNatural Rate of UnemploymentFiscal ShocksMonetary ShocksIn this paper we introduce a flexible framework to estimate the expected time (ET) an outcome variable takes to cross a threshold conditional on covariates. The proposed method ology makes use of the Markovian property and allows us to infer the impacts that co variates have on the ET an outcome variable takes to revert to a value of interest (for instance, its mean) given a specific starting point. An empirical analysis of the response of U.S. unemployment persistence to monetary policy and government spending shocks is provided, contributing to a still limited literature which simultaneously allows for both types of shocks. Our results suggest that unexpected monetary and fiscal expansions seem to have a relevant role in accelerating the pace of unemployment decline towards its natural rate; and that contractionary monetary and fiscal shocks in a context of labor market slack may result in high ETs.Elsevier B.V.Repositório da Universidade de LisboaZsurkis, GabrielNicolau, JoãoRodrigues, Paulo M.M.2023-03-22T10:30:47Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/27493engZsurkis, Gabriel, João Nicolau and Paulo M.M Rodrigues.(2021). "The expected time to cross a threshold and its determinants: a simple and flexible framework." Journal of Economic Dynamics and Control Vol. 122: 104047.(Search PDF in 2023)https://doi.org/10.1016/j.jedc.2020.104047info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-04-02T01:34:24Zoai:www.repository.utl.pt:10400.5/27493Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:48:20.768505Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The expected time to cross a threshold and its determinants : a simple and flexible framework
title The expected time to cross a threshold and its determinants : a simple and flexible framework
spellingShingle The expected time to cross a threshold and its determinants : a simple and flexible framework
Zsurkis, Gabriel
Expected Time
Markov Chains
Nonlinearity
Unemployment Gap
Natural Rate of Unemployment
Fiscal Shocks
Monetary Shocks
title_short The expected time to cross a threshold and its determinants : a simple and flexible framework
title_full The expected time to cross a threshold and its determinants : a simple and flexible framework
title_fullStr The expected time to cross a threshold and its determinants : a simple and flexible framework
title_full_unstemmed The expected time to cross a threshold and its determinants : a simple and flexible framework
title_sort The expected time to cross a threshold and its determinants : a simple and flexible framework
author Zsurkis, Gabriel
author_facet Zsurkis, Gabriel
Nicolau, João
Rodrigues, Paulo M.M.
author_role author
author2 Nicolau, João
Rodrigues, Paulo M.M.
author2_role author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Zsurkis, Gabriel
Nicolau, João
Rodrigues, Paulo M.M.
dc.subject.por.fl_str_mv Expected Time
Markov Chains
Nonlinearity
Unemployment Gap
Natural Rate of Unemployment
Fiscal Shocks
Monetary Shocks
topic Expected Time
Markov Chains
Nonlinearity
Unemployment Gap
Natural Rate of Unemployment
Fiscal Shocks
Monetary Shocks
description In this paper we introduce a flexible framework to estimate the expected time (ET) an outcome variable takes to cross a threshold conditional on covariates. The proposed method ology makes use of the Markovian property and allows us to infer the impacts that co variates have on the ET an outcome variable takes to revert to a value of interest (for instance, its mean) given a specific starting point. An empirical analysis of the response of U.S. unemployment persistence to monetary policy and government spending shocks is provided, contributing to a still limited literature which simultaneously allows for both types of shocks. Our results suggest that unexpected monetary and fiscal expansions seem to have a relevant role in accelerating the pace of unemployment decline towards its natural rate; and that contractionary monetary and fiscal shocks in a context of labor market slack may result in high ETs.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
2023-03-22T10:30:47Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/27493
url http://hdl.handle.net/10400.5/27493
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Zsurkis, Gabriel, João Nicolau and Paulo M.M Rodrigues.(2021). "The expected time to cross a threshold and its determinants: a simple and flexible framework." Journal of Economic Dynamics and Control Vol. 122: 104047.(Search PDF in 2023)
https://doi.org/10.1016/j.jedc.2020.104047
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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