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Assessing the time intervals between economic recessions.
Tadeu Cristino, Cláudio; Zebrowski, Piotr; Wildemeersch, Matthias.
Afiliação
  • Tadeu Cristino C; International Institute for Applied Systems Analysis Laxenburg, Laxenburg, Austria.
  • Zebrowski P; Department of Statistics and Informatics Federal Rural University of Pernambuco Recife, Pernambuco, Brazil.
  • Wildemeersch M; International Institute for Applied Systems Analysis Laxenburg, Laxenburg, Austria.
PLoS One ; 15(5): e0232615, 2020.
Article em En | MEDLINE | ID: mdl-32379791
ABSTRACT
Economic recessions occur with varying duration and intensity and may entail substantial losses in terms of GDP, employment, household income, and investment spending. In this work, we propose a statistical model for the time intervals between recessions that accounts for the state of the economy and the impact of market adjustments and regulatory changes. The model uses a generalized renewal process based on the Gumbel distribution (GuGRP) in which times between consecutive events are conditionally independent. We also present a novel goodness of fit test tailored to the GuGRP that validates the use of the statistical model for the analysis of recessions. Analyzing recessions in the U.S. and Europe, we demonstrate that the statistical model characterizes well recession inter-arrival times and that the model performs better than simpler, commonly used distributions. In addition, the presented statistical model enables us to compare the adjustment processes in different economies and to forecast the occurrence of future recessions.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Estatísticos / Recessão Econômica Tipo de estudo: Etiology_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies País como assunto: America do norte / Europa Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Estatísticos / Recessão Econômica Tipo de estudo: Etiology_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies País como assunto: America do norte / Europa Idioma: En Ano de publicação: 2020 Tipo de documento: Article