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Analyzing Time–Frequency Based Co-movement in Inflation: Evidence from G-7 Countries

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  • Aviral Tiwari
  • Niyati Bhanja
  • Arif Dar
  • Olaolu Olayeni

Abstract

The co-movement in the international inflation rates, among others, may be produced by common shocks, similarities in central bank reaction functions, international trade and the operation of purchasing power parity theory. However, to assess the synchronization of inflation fluctuations across countries or regions is critical from the perspective of understanding inflation behavior and formulation of correct monetary policy. This study attempts to investigate inflation rates co-movement among G7 countries at different frequencies or time scales under the framework of the continuous wavelets. In particular, this study analyzes the coherency and the phase relationship in time–frequency space in inflation rates of G7 countries. The wavelet-based measure of cohesion allows us to assess simultaneously how synchronization has evolved over time and across frequencies. Overall, our results indicate that inflation co-movements in G7 countries are multi-scale and characterized by structural breaks. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Aviral Tiwari & Niyati Bhanja & Arif Dar & Olaolu Olayeni, 2015. "Analyzing Time–Frequency Based Co-movement in Inflation: Evidence from G-7 Countries," Computational Economics, Springer;Society for Computational Economics, vol. 45(1), pages 91-109, January.
  • Handle: RePEc:kap:compec:v:45:y:2015:i:1:p:91-109
    DOI: 10.1007/s10614-013-9408-5
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    1. McKinnon, Ronald I, 1982. "Currency Substitution and Instability in the World Dollar Standard," American Economic Review, American Economic Association, vol. 72(3), pages 320-333, June.
    2. Wang, Pengfei & Wen, Yi, 2007. "Inflation dynamics: A cross-country investigation," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2004-2031, October.
    3. Luís Aguiar-Conraria & Maria Soares, 2011. "Oil and the macroeconomy: using wavelets to analyze old issues," Empirical Economics, Springer, vol. 40(3), pages 645-655, May.
    4. Michael R. Darby & James R. Lothian, 1983. "Conclusions on the International Transmission of Inflation," NBER Chapters, in: The International Transmission of Inflation, pages 491-524, National Bureau of Economic Research, Inc.
    5. Matteo Ciccarelli & Benoît Mojon, 2010. "Global Inflation," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 524-535, August.
    6. Aguiar-Conraria, LuI´s & Joana Soares, Maria, 2011. "Business cycle synchronization and the Euro: A wavelet analysis," Journal of Macroeconomics, Elsevier, vol. 33(3), pages 477-489, September.
    7. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    8. Haroon Mumtaz & Saverio Simonelli & Paolo Surico, 2011. "International Comovements, Business Cycle and Inflation: a Historical Perspective," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 176-198, January.
    9. Guillermo A. Calvo & Carmen M. Reinhart, 2002. "Fear of Floating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 379-408.
    10. Tiwari, Aviral Kumar, 2013. "Oil prices and the macroeconomy reconsideration for Germany: Using continuous wavelet," Economic Modelling, Elsevier, vol. 30(C), pages 636-642.
    11. Henriksen, Espen & Kydland, Finn & Sustek, Roman, 2008. "The High Cross-Country Correlations of Prices and Interest Rates," MPRA Paper 10963, University Library of Munich, Germany.
    12. Ayhan Kose, M. & Otrok, Christopher & Whiteman, Charles H., 2008. "Understanding the evolution of world business cycles," Journal of International Economics, Elsevier, vol. 75(1), pages 110-130, May.
    13. Guenter W. Beck & Kirstin Hubrich & Massimiliano Marcellino, 2009. "Regional inflation dynamics within and across euro area countries and a comparison with the United States [‘On the relevance and nature of regional inflation differentials: The case of Spain’, Banc," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(57), pages 142-184.
    14. Michael R. Darby & James R. Lothian & Arthur E. Gandolfi & Anna J. Schwartz & Alan C. Stockman, 1983. "The International Transmission of Inflation," NBER Books, National Bureau of Economic Research, Inc, number darb83-1, March.
    15. Aviral Kumar Tiwari & Olaolu Richard Olayeni, 2013. "Oil prices and trade balance: A wavelet based analysis for India," Economics Bulletin, AccessEcon, vol. 33(3), pages 2270-2286.
    16. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    17. Canzoneri, Matthew B & Gray, Jo Anna, 1985. "Monetary Policy Games and the Consequences of Non-cooperative Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 547-564, October.
    18. Hsu-Ling Chang & Chi-Wei Su, 2010. "Revisiting purchasing power parity for major OPEC countries: evidence based on nonlinear panel unit-root tests," Applied Economics Letters, Taylor & Francis Journals, vol. 17(11), pages 1119-1123.
    19. Neely, Christopher J. & Rapach, David E., 2011. "International comovements in inflation rates and country characteristics," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1471-1490.
    20. Devereux, Michael B. & Engel, Charles, 2007. "Expenditure switching versus real exchange rate stabilization: Competing objectives for exchange rate policy," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2346-2374, November.
    21. Tsangyao Chang & Wen-Chi Liu & Chin-Ping Yu, 2010. "Revisiting purchasing power parity for G7 countries: further evidence based on panel SURKSS tests," Applied Economics Letters, Taylor & Francis Journals, vol. 17(14), pages 1383-1387.
    22. Tommaso Monacelli & Luca Sala, 2009. "The International Dimension of Inflation: Evidence from Disaggregated Consumer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(s1), pages 101-120, February.
    23. Kumar Tiwari, Aviral & Billah Dar, Arif & Bhanja, Niyati & Shah, Aasif, 2013. "Stock Market Integration in Asian Countries: evidence from Wavelet multiple correlations," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 441-456.
    24. Mara Madaleno & Carlos Pinho, 2012. "International stock market indices comovements: a new look," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 89-102, January.
    25. Patrick M. Crowley & David G. Mayes, 2009. "How fused is the euro area core?: An evaluation of growth cycle co-movement and synchronization using wavelet analysis," OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2008(1), pages 63-95.
    26. Tiwari, Aviral Kumar & Mutascu, Mihai & Andries, Alin Marius, 2013. "Decomposing time-frequency relationship between producer price and consumer price indices in Romania through wavelet analysis," Economic Modelling, Elsevier, vol. 31(C), pages 151-159.
    27. Sandra Eickmeier & Katharina Pijnenburg, 2013. "The Global Dimension of Inflation – Evidence from Factor-Augmented Phillips Curves," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(1), pages 103-122, February.
    28. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    29. Tiwari, Aviral Kumar & Dar, Arif Billah & Bhanja, Niyati, 2013. "Oil price and exchange rates: A wavelet based analysis for India," Economic Modelling, Elsevier, vol. 31(C), pages 414-422.
    30. Uddin, Gazi Salah & Tiwari, Aviral Kumar & Arouri, Mohamed & Teulon, Frédéric, 2013. "On the relationship between oil price and exchange rates: A wavelet analysis," Economic Modelling, Elsevier, vol. 35(C), pages 502-507.
    31. Roman Sustek & Finn Kydland & Espen Henriksen, 2008. "The High Correlations of Prices and Interest Rates across Nations," 2008 Meeting Papers 773, Society for Economic Dynamics.
    32. Tiwari, Aviral Kumar, 2012. "Decomposing Time-Frequency Relationship between Interest Rates and Share Prices in India through Wavelets," MPRA Paper 39693, University Library of Munich, Germany.
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    Cited by:

    1. Aviral Kumar Tiwari & Muhammad Shahbaz & Haslifah M. Hasim & Mohamed M. Elheddad, 2019. "Analysing the spillover of inflation in selected Euro-area countries," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 551-577, September.
    2. Khandokar Istiak & Aviral Kumar Tiwari & Humaira Husain & Kazi Sohag, 2021. "The Spillover of Inflation among the G7 Countries," JRFM, MDPI, vol. 14(8), pages 1-20, August.
    3. Avishek Bhandari & Kamaiah Bandi, 2018. "On the Dynamics of Inflation-Stock Returns in India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(1), pages 89-99, March.
    4. Aviral Kumar Tiwari & Muhammad Ali Nasir & Muhammad Shahbaz, 2021. "Synchronisation of policy related uncertainty, financial stress and economic activity in the United States," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6406-6415, October.
    5. Kang, Sang Hoon & Lahmiri, Salim & Uddin, Gazi Salah & Arreola Hernandez, Jose & Yoon, Seong-Min, 2020. "Inflation cycle synchronization in ASEAN countries," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 545(C).
    6. Elsayed, Ahmed H. & Hammoudeh, Shawkat & Sousa, Ricardo M., 2021. "Inflation synchronization among the G7and China: The important role of oil inflation," Energy Economics, Elsevier, vol. 100(C).
    7. Selcuk Bayraci & Sercan Demiralay & Hatice Gaye Gencer, 2018. "Stock†Bond Co†Movements And Flight†To†Quality In G7 Countries: A Time†Frequency Analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 70(1), pages 29-49, January.

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    More about this item

    Keywords

    Co-movement; Wavelets; Time–frequency; Inflation; G7; C40; E31; E32; F44;
    All these keywords.

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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