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Global Linkages across Sectors and Frequency Bands: A Band Spectral Panel Regression Approach

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  • Jingjing Lyu
  • Bernd Süssmuth

Abstract

We introduce the technique of band spectral panel regression (BSPR) to analyze global linkages across sectors and frequency bands. It relies on decomposing time series —allowably measured in mixed observation frequency— into “deviation cycle” dynamics by frequency band. We use it to compute measures of real co-movement, trade linkage, financial market integration, and policy coordination band by band. Considering intra-industry as well as inter-industry linkage indicators, it is applied to data of contemporary China and its 20 major trading partners in the pre-trade war and pre-pandemic era. Band-specific fixed effects and band-industry-specific interaction terms are included. For labor intensive industries co-movement through intra-industry trade linkages is found to be band-specific. Moreover, our results clarify the puzzle of financial globalization implying real regionalization or contagious synchronization of cyclical dynamics. We find the latter to hold in the 4–6 years band and the former in the 6–10 years range.

Suggested Citation

  • Jingjing Lyu & Bernd Süssmuth, 2024. "Global Linkages across Sectors and Frequency Bands: A Band Spectral Panel Regression Approach," CESifo Working Paper Series 10970, CESifo.
    • Handle: RePEc:ces:ceswps:_10970
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    as
    1. Kose, M. Ayhan & Yi, Kei-Mu, 2006. "Can the standard international business cycle model explain the relation between trade and comovement?," Journal of International Economics, Elsevier, vol. 68(2), pages 267-295, March.
    2. Mendoza, Enrique G. & Quadrini, Vincenzo, 2010. "Financial globalization, financial crises and contagion," Journal of Monetary Economics, Elsevier, vol. 57(1), pages 24-39, January.
    3. Wang, Pengfei & Wen, Yi, 2007. "Inflation dynamics: A cross-country investigation," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2004-2031, October.
    4. Frankel, Jeffrey A & Rose, Andrew K, 1998. "The Endogeneity of the Optimum Currency Area Criteria," Economic Journal, Royal Economic Society, vol. 108(449), pages 1009-1025, July.
    5. Jakob De Haan & Robert Inklaar & Richard Jong‐A‐Pin, 2008. "Will Business Cycles In The Euro Area Converge? A Critical Survey Of Empirical Research," Journal of Economic Surveys, Wiley Blackwell, vol. 22(2), pages 234-273, April.
    6. Rose, Andrew K. & Spiegel, Mark M., 2009. "International financial remoteness and macroeconomic volatility," Journal of Development Economics, Elsevier, vol. 89(2), pages 250-257, July.
    7. Liao, Wei & Santacreu, Ana Maria, 2015. "The trade comovement puzzle and the margins of international trade," Journal of International Economics, Elsevier, vol. 96(2), pages 266-288.
    8. Enders, Walter & Lee, Junsoo, 2012. "The flexible Fourier form and Dickey–Fuller type unit root tests," Economics Letters, Elsevier, vol. 117(1), pages 196-199.
    9. repec:hhs:bofitp:2008_007 is not listed on IDEAS
    10. Dean Corbae & Sam Ouliaris & Peter C. B. Phillips, 2002. "Band Spectral Regression with Trending Data," Econometrica, Econometric Society, vol. 70(3), pages 1067-1109, May.
    11. Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2008. "Money growth, output gaps and inflation at low and high frequency: Spectral estimates for Switzerland," Journal of Economic Dynamics and Control, Elsevier, vol. 32(2), pages 411-435, February.
    12. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    13. Mark Aguiar & Gita Gopinath, 2007. "Emerging Market Business Cycles: The Cycle Is the Trend," Journal of Political Economy, University of Chicago Press, vol. 115(1), pages 69-102.
    14. Nestor Azcona, 2022. "Trade and business cycle synchronization: The role of common trade partners," International Economics, CEPII research center, issue 170, pages 190-201.
    15. M. Ayhan Kose & Eswar S. Prasad & Marco E. Terrones, 2003. "How Does Globalization Affect the Synchronization of Business Cycles?," American Economic Review, American Economic Association, vol. 93(2), pages 57-62, May.
    16. Lawrence J. Christiano & Terry J. Fitzgerald, 2003. "The Band Pass Filter," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 435-465, May.
    17. Michael Artis & Toshihiro Okubo, 2011. "Does International Trade Really Lead To Business Cycle Synchronization?—A Panel Data Approach," Manchester School, University of Manchester, vol. 79(2), pages 318-332, March.
    18. Imbs, Jean, 2007. "Growth and volatility," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1848-1862, October.
    19. Costas Arkolakis & Ananth Ramanarayanan, 2009. "Vertical Specialization and International Business Cycle Synchronization," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 655-680, December.
    20. Heathcote, Jonathan & Perri, Fabrizio, 2004. "Financial globalization and real regionalization," Journal of Economic Theory, Elsevier, vol. 119(1), pages 207-243, November.
    21. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    22. Meixin Guo & Lin Lu & Liugang Sheng & Miaojie Yu, 2018. "The Day After Tomorrow: Evaluating the Burden of Trump's Trade War," Asian Economic Papers, MIT Press, vol. 17(1), pages 101-120, Winter/Sp.
    23. Hannes Böhm & Julia Schaumburg & Lena Tonzer, 2022. "Financial Linkages and Sectoral Business Cycle Synchronization: Evidence from Europe," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(4), pages 698-734, December.
    24. Blonigen, Bruce A. & Piger, Jeremy & Sly, Nicholas, 2014. "Comovement in GDP trends and cycles among trading partners," Journal of International Economics, Elsevier, vol. 94(2), pages 239-247.
    25. Winkelried, Diego, 2018. "Unit roots, flexible trends, and the Prebisch-Singer hypothesis," Journal of Development Economics, Elsevier, vol. 132(C), pages 1-17.
    26. Jarko Fidrmuc & Iikka Korhonen & Ivana Bátorová, 2013. "China in the World Economy: Dynamic Correlation Analysis of Business Cycles," CESifo Economic Studies, CESifo Group, vol. 59(2), pages 392-411, June.
    27. Luca Benedictis & Lucia Tajoli, 2007. "Economic integration and similarity in trade structures," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(2), pages 117-137, April.
    28. Ridwan Karim & Andrey Stoyanov, 2020. "Output volatility, composition of trade, and transmission of economic shocks across countries," Review of International Economics, Wiley Blackwell, vol. 28(3), pages 626-655, August.
    29. Benguria, Felipe & Choi, Jaerim & Swenson, Deborah L. & Xu, Mingzhi (Jimmy), 2022. "Anxiety or pain? The impact of tariffs and uncertainty on Chinese firms in the trade war," Journal of International Economics, Elsevier, vol. 137(C).
    30. Robert C. Johnson, 2014. "Trade in Intermediate Inputs and Business Cycle Comovement," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 39-83, October.
    31. Dilip M. Nachane & Amlendu Dubey, 2021. "The Spectral Envelope: An Application to the Decoupling Problem in Economics," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(1), pages 287-308, December.
    32. Dilip Nachane & Amlendu Kumar Dubey, 2013. "Trend and cyclical decoupling: new estimates based on spectral causality tests and wavelet correlations," Applied Economics, Taylor & Francis Journals, vol. 45(31), pages 4419-4428, November.
    33. Kalemli-Ozcan, Sebnem & Sorensen, Bent E. & Yosha, Oved, 2001. "Economic integration, industrial specialization, and the asymmetry of macroeconomic fluctuations," Journal of International Economics, Elsevier, vol. 55(1), pages 107-137, October.
    34. Donald P. Morgan & Bertrand Rime & Philip E. Strahan, 2004. "Bank Integration and State Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1555-1584.
    35. Ju, Keyi & Zhou, Dequn & Zhou, P. & Wu, Junmin, 2014. "Macroeconomic effects of oil price shocks in China: An empirical study based on Hilbert–Huang transform and event study," Applied Energy, Elsevier, vol. 136(C), pages 1053-1066.
    36. Erten, Bilge & Ocampo, José Antonio, 2013. "Super Cycles of Commodity Prices Since the Mid-Nineteenth Century," World Development, Elsevier, vol. 44(C), pages 14-30.
    37. Harvey, Andrew & Proietti, Tommaso (ed.), 2005. "Readings in Unobserved Components Models," OUP Catalogue, Oxford University Press, number 9780199278695.
    38. Duval, Romain & Li, Nan & Saraf, Richa & Seneviratne, Dulani, 2016. "Value-added trade and business cycle synchronization," Journal of International Economics, Elsevier, vol. 99(C), pages 251-262.
    39. Ng, Eric C.Y., 2010. "Production fragmentation and business-cycle comovement," Journal of International Economics, Elsevier, vol. 82(1), pages 1-14, September.
    40. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, May.
    41. Li, Xiang & Su, Dan, 2022. "Total factor productivity growth at the firm-level: The effects of capital account liberalization," Journal of International Economics, Elsevier, vol. 139(C).
    42. 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.
    43. Jürgen Bierbaumer-Polly & Peter Huber & Petr Rozmahel, 2016. "Regional Business-Cycle Synchronization, Sector Specialization and EU Accession," Journal of Common Market Studies, Wiley Blackwell, vol. 54(3), pages 544-568, May.
    44. Bastian Gawellek & Jingjing Lyu & Bernd Süssmuth, 2016. "Did Chinese Outward Activity Attenuate or Aggravate the Great Recession in Developing Countries?," CESifo Working Paper Series 5735, CESifo.
    45. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    46. Engle, Robert F, 1974. "Band Spectrum Regression," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(1), pages 1-11, February.
    47. Bohn, Timon & Brakman, Steven & Dietzenbacher, Erik, 2021. "From exports to value added to income: Accounting for bilateral income transfers," Journal of International Economics, Elsevier, vol. 131(C).
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    More about this item

    Keywords

    spectral regression; frequency domain; cyclical co-movement; sectors;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General

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