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Economic Cycles and Their Synchronization: A Comparison of Cyclic Modes in Three European Countries

Author

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  • Lisa Sella

    (UNITO - Università degli studi di Torino = University of Turin, IRCrES - Research Institute on Sustainaible Economic Growth (CNR - Consiglio Nazionale delle Ricerche))

  • Gianna Vivaldo

    (IMT - School for Advanced Studies Lucca)

  • Andreas Groth

    (CERES-ERTI - Centre d'Enseignement et de Recherche sur l'Environnement et la Societé / Environmental Research and Teaching Institute - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres)

  • Michael Ghil

    (IGPP - Institute of Geophysics and Planetary Physics [Los Angeles] - UCLA - University of California [Los Angeles] - UC - University of California, CERES-ERTI - Centre d'Enseignement et de Recherche sur l'Environnement et la Societé / Environmental Research and Teaching Institute - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres)

Abstract

The present work applies singular spectrum analysis (SSA) to the study of macroeconomic fluctuations in three European countries: Italy, The Netherlands, and the United Kingdom. This advanced spectral method provides valuable spatial and frequency information for multivariate data sets and goes far beyond the classical forms of time domain analysis. In particular, SSA enables us to identify dominant cycles that characterize the deterministic behavior of each time series separately, as well as their shared behavior. We demonstrate its usefulness by analyzing several fundamental indicators of the three countries' real aggregate economy in a univariate, as well as a multivariate setting. Since business cycles are international phenomena, which show common characteristics across countries, our aim is to uncover supranational behavior within the set of representative European economies selected herein. Finally, the analysis is extended to include several indicators from the U.S. economy, in order to examine its influence on the European economies under study and their interrelationships.

Suggested Citation

  • Lisa Sella & Gianna Vivaldo & Andreas Groth & Michael Ghil, 2016. "Economic Cycles and Their Synchronization: A Comparison of Cyclic Modes in Three European Countries," Post-Print hal-01701122, HAL.
  • Handle: RePEc:hal:journl:hal-01701122
    DOI: 10.1007/s41549-016-0003-4
    Note: View the original document on HAL open archive server: https://hal.science/hal-01701122
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    Cited by:

    1. Bógalo, Juan & Poncela, Pilar & Senra, Eva, 2017. "Automatic Signal Extraction for Stationary and Non-Stationary Time Series by Circulant SSA," MPRA Paper 76023, University Library of Munich, Germany.
    2. Sainte Fare Garnot, Vivien & Groth, Andreas & Ghil, Michael, 2018. "Coupled Climate-Economic Modes in the Sahel's Interannual Variability," Ecological Economics, Elsevier, vol. 153(C), pages 111-123.
    3. Andreas Groth & Michael Ghil, 2017. "Synchronization of world economic activity," Post-Print hal-01701086, HAL.
    4. Vivien Sainte Fare Garnot & Andreas Groth & Michael Ghil, 2018. "Coupled Climate-Economic Modes in the Sahel's Interannual Variability," Post-Print hal-01855370, HAL.
    5. Amaral, Amaury S. & Camargo, Victor E. & Crepaldi, Antônio F. & Ferreira, Fernando F., 2022. "Interaction between economies in a business cycle model," Chaos, Solitons & Fractals, Elsevier, vol. 155(C).
    6. Juan B'ogalo & Pilar Poncela & Eva Senra, 2020. "Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis," Papers 2007.07561, arXiv.org, revised Aug 2023.

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    More about this item

    Keywords

    Spectral analysis; Synchronization; Business cycles synchronization; Advanced spectral methods; Business cycles; European Union; Frequency domain; Time domain; JEL classification: C15; C60; E32 * Corresponding author;
    All these keywords.

    JEL classification:

    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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