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Characterizing the Financial Cycle: Evidence from a Frequency Domain Analysis

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Cited by:

  1. Karsten Kohler & Benjamin Tippet & Engelbert Stockhammer, 2023. "House price cycles, housing systems, and growth models," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 20(3), pages 461-490, December.
  2. Khwazi Magubane, 2025. "Is There a Common Financial Cycle in Systemic Economies?," JRFM, MDPI, vol. 18(3), pages 1-31, February.
  3. Önundur Páll Ragnarsson & Jón Magnús Hannesson & Loftur Hreinsson, 2019. "Financial cycles as early warning indicators - Lessons from the Nordic region," Economics wp80, Department of Economics, Central bank of Iceland.
  4. Yan, Chuanpeng & Huang, Kevin X.D., 2020. "Financial cycle and business cycle: An empirical analysis based on the data from the U.S," Economic Modelling, Elsevier, vol. 93(C), pages 693-701.
  5. Schüler, Yves S. & Hiebert, Paul P. & Peltonen, Tuomas A., 2020. "Financial cycles: Characterisation and real-time measurement," Journal of International Money and Finance, Elsevier, vol. 100(C).
  6. Verona, Fabio, 2016. "Time–frequency characterization of the U.S. financial cycle," Economics Letters, Elsevier, vol. 144(C), pages 75-79.
  7. Scharnagl Michael & Mandler Martin, 2019. "Real and Financial Cycles in Euro Area Economies: Results from Wavelet Analysis," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(5-6), pages 895-916, October.
  8. Hartwig, Benny & Meinerding, Christoph & Schüler, Yves S., 2021. "Identifying indicators of systemic risk," Journal of International Economics, Elsevier, vol. 132(C).
  9. Milan Christian Wet & Ilse Botha, 2022. "Constructing and Characterising the Aggregate South African Financial Cycle: A Markov Regime-Switching Approach," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 18(1), pages 37-67, March.
  10. Till Strohsal & Christian R. Proaño & Jürgen Wolters, 2019. "Assessing the cross-country interaction of financial cycles: evidence from a multivariate spectral analysis of the USA and the UK," Empirical Economics, Springer, vol. 57(2), pages 385-398, August.
  11. Łukasz Markowski & Aleksandra Ostrowska, 2024. "Synchronizacja cyklu gospodarczego i finansowego w krajach Unii Europejskiej," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 178-208.
  12. Hong, Yanran & Li, Pan & Wang, Lu & Zhang, Yaojie, 2023. "New evidence of extreme risk transmission between financial stress and international crude oil markets," Research in International Business and Finance, Elsevier, vol. 64(C).
  13. Gong, Xiao-Li & Jia, Kai-Wen & Xiong, Xiong, 2025. "How major geopolitical events affect tail risk contagion in global crude oil markets —evidence from the Russia-Ukraine conflict," International Review of Economics & Finance, Elsevier, vol. 103(C).
  14. Klein, Paul-Olivier & Turk-Ariss, Rima, 2022. "Bank capital and economic activity," Journal of Financial Stability, Elsevier, vol. 62(C).
  15. Eugenio Caverzasi & Alberto Russo, 2018. "Toward a new microfounded macroeconomics in the wake of the crisis," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(6), pages 999-1014.
  16. Yang Hu & Yanran Hong & Kai Feng & Jikai Wang, 2023. "Evaluating the Importance of Monetary Policy Uncertainty: The Long- and Short-Term Effects and Responses," Evaluation Review, , vol. 47(2), pages 264-286, April.
  17. Dieckelmann, Daniel, 2020. "Cross-border lending and the international transmission of banking crises," Discussion Papers 2020/13, Free University Berlin, School of Business & Economics.
  18. Pontines, Victor, 2017. "The financial cycles in four East Asian economies," Economic Modelling, Elsevier, vol. 65(C), pages 51-66.
  19. Proaño, Christian R. & Quero Virla, Leonardo & Strohsal, Till, 2025. "How strong is the link between the global financial cycle and national macro-financial dynamics? A wavelet analysis," Journal of International Money and Finance, Elsevier, vol. 159(C).
  20. Tarne, Ruben & Bezemer, Dirk & Theobald, Thomas, 2022. "The effect of borrower-specific loan-to-value policies on household debt, wealth inequality and consumption volatility: An agent-based analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
  21. Gallegati, Marco, 2026. "Financial and business cycles in the US: A non-parametric time–frequency investigation," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
  22. Siem Jan Koopman & Rutger Lit & Andre Lucas, 2016. "Model-based Business Cycle and Financial Cycle Decomposition for Europe and the U.S," Tinbergen Institute Discussion Papers 16-051/IV, Tinbergen Institute.
  23. Jose Barrales‐Ruiz & Rudiger von Arnim & Mikidadu Mohammed, 2023. "Income distribution and economic activity: A frequency domain causal exploration," Metroeconomica, Wiley Blackwell, vol. 74(2), pages 306-327, May.
  24. Natasha Kang, Da & Marmer, Vadim, 2024. "Modeling long cycles," Journal of Econometrics, Elsevier, vol. 242(1).
  25. Borio, Claudio & Drehmann, Mathias & Xia, Fan Dora, 2020. "Forecasting recessions: the importance of the financial cycle," Journal of Macroeconomics, Elsevier, vol. 66(C).
  26. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
  27. Beau Soederhuizen & Rutger Teulings & Rob Luginbuhl, 2023. "Estimating the impact of the financial cycle on fiscal policy," Empirical Economics, Springer, vol. 65(6), pages 2669-2709, December.
  28. Skare, Marinko & Gil-Alana, Luis A. & Porada-Rochon, Małgorzata, 2025. "Isolating financial cycles using the fractional cyclical model in selected economies: 1970–2019," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 67-77.
  29. Wang, Lu & Ma, Feng & Niu, Tianjiao & Liang, Chao, 2021. "The importance of extreme shock: Examining the effect of investor sentiment on the crude oil futures market," Energy Economics, Elsevier, vol. 99(C).
  30. Adam Cagliarini & Fiona Price, 2017. "Exploring the Link between the Macroeconomic and Financial Cycles," RBA Annual Conference Volume (Discontinued), in: Jonathan Hambur & John Simon (ed.),Monetary Policy and Financial Stability in a World of Low Interest Rates, Reserve Bank of Australia.
  31. Zhu, Yao-Long & Li, Ruihan & Liu, Peipei, 2025. "Time–frequency risk spillovers between Chinese climate policy uncertainty and the stock market," Finance Research Letters, Elsevier, vol. 86(PB).
  32. Strohsal, Till & Proaño Acosta, Christian & Wolters, Jürgen, 2015. "How do financial cycles interact? Evidence from the US and the UK," SFB 649 Discussion Papers 2015-024, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  33. Kilponen, Juha & Verona, Fabio, 2016. "Testing the Q theory of investment in the frequency domain," Research Discussion Papers 32/2016, Bank of Finland.
  34. Gong, Xiao-Li & Zhao, Min & Wu, Zhuo-Cheng & Jia, Kai-Wen & Xiong, Xiong, 2023. "Research on tail risk contagion in international energy markets—The quantile time-frequency volatility spillover perspective," Energy Economics, Elsevier, vol. 121(C).
  35. Marlon Fritz & Thomas Gries & Lukas Wiechers, 2024. "An early indicator for anomalous stock market performance," Quantitative Finance, Taylor & Francis Journals, vol. 24(1), pages 105-118, January.
  36. Lin, Boqiang & Su, Tong, 2021. "Do China's macro-financial factors determine the Shanghai crude oil futures market?," International Review of Financial Analysis, Elsevier, vol. 78(C).
  37. Harendra Behera & Saurabh Sharma, 2022. "Characterizing India’s Financial Cycle," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 21(2), pages 152-183, June.
  38. Schüler, Yves S. & Peltonen, Tuomas A. & Hiebert, Paul, 2017. "Coherent financial cycles for G-7 countries: Why extending credit can be an asset," ESRB Working Paper Series 43, European Systemic Risk Board.
  39. Moisă ALTĂR & Matei KUBINSCHI & Dinu BARNEA, 2017. "Measuring Financial Cycle Length and Assessing Synchronization using Wavelets," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 18-36, September.
  40. Hong, Yanran & Ma, Feng & Wang, Lu & Liang, Chao, 2022. "How does the COVID-19 outbreak affect the causality between gold and the stock market? New evidence from the extreme Granger causality test," Resources Policy, Elsevier, vol. 78(C).
  41. Huang, Zhigang & Zhang, Weilan, 2024. "Exploring the Spillover effects of tail risk fluctuations in the RMB exchange rate—The time-frequency and quantile connectivity perspective," Research in International Business and Finance, Elsevier, vol. 72(PB).
  42. Mejri, Sami & Aloui, Chaker & Khan, Nasir, 2024. "The gold stock nexus: Assessing the causality dynamics based on advanced multiscale approaches," Resources Policy, Elsevier, vol. 88(C).
  43. Serhat Sezen & Emrah I. Cevik & Eisa Abdulrahman Al-Eisa & Mehmet Fatih Bugan & Mehmet Akif Destek, 2025. "Investigating the Connectedness between Oil and Stock Markets in GCC countries: Evidence from Rolling-Window Frequency Domain Causality," Computational Economics, Springer;Society for Computational Economics, vol. 66(6), pages 4869-4896, December.
  44. repec:hum:wpaper:sfb649dp2015-024 is not listed on IDEAS
  45. Potjagailo, Galina & Wolters, Maik H., 2023. "Global financial cycles since 1880," Journal of International Money and Finance, Elsevier, vol. 131(C).
  46. Kilponen, Juha & Verona, Fabio, 2016. "Testing the Q theory of investment in the frequency domain," Bank of Finland Research Discussion Papers 32/2016, Bank of Finland.
  47. Iñaki Aldasoro & Stefan Avdjiev & Claudio Borio & Piti Disyatat, 2023. "Global and Domestic Financial Cycles: Variations on a Theme," International Journal of Central Banking, International Journal of Central Banking, vol. 19(5), pages 49-98, December.
  48. Khwazi Magubane & Phocenah Nyatanga & Ntokozo Nzimande, 2024. "Financial cycle synchronization in the advanced and systemic middle-income economies: evidence from a dynamic factor model," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 13(7), pages 301-314, October.
  49. Christian Menden & Christian R. Proaño, 2017. "Dissecting the financial cycle with dynamic factor models," Quantitative Finance, Taylor & Francis Journals, vol. 17(12), pages 1965-1994, December.
  50. Jakob Fiedler & Josef Ruzicka & Thomas Theobald, 2019. "The Real-Time Information Content of Financial Stress and Bank Lending on European Business Cycles," IMK Working Paper 198-2019, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
  51. Qin, Jingrui & Liu, Dun & Liang, Chao, 2025. "The oil industry chain under climate risk: Evidence from China's listed oil companies," Journal of Commodity Markets, Elsevier, vol. 40(C).
  52. Stockhammer, Engelbert & Calvert Jump, Robert & Kohler, Karsten & Cavallero, Julian, 2019. "Short and medium term financial-real cycles: An empirical assessment," Journal of International Money and Finance, Elsevier, vol. 94(C), pages 81-96.
  53. Ruben Tarne & Dirk Bezemer & Thomas Theobald, 2021. "The Effect of borrower-specific Loan-to-Value policies on household debt, wealth inequality and consumption volatility," FMM Working Paper 70-2021, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
  54. Karsten Kohler & Engelbert Stockhammer, 2023. "Flexible exchange rates in emerging markets: shock absorbers or drivers of endogenous cycles?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(2), pages 551-572.
  55. Ashe, Sinéad & Egan, Paul, 2023. "Examining financial and business cycle interaction using cross recurrence plot analysis," Finance Research Letters, Elsevier, vol. 51(C).
  56. Mundra, Sruti & Bicchal, Motilal, 2024. "Financial cycle comovement with monetary and macroprudential policy and global factors: Evidence from India," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
  57. Dieckelmann, Daniel, 2021. "Market sentiment, financial fragility, and economic activity: The role of corporate securities issuance," Discussion Papers 2021/6, Free University Berlin, School of Business & Economics.
  58. Mandler, Martin & Scharnagl, Michael, 2022. "Financial cycles across G7 economies: A view from wavelet analysis," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
  59. Amat Adarov, 2017. "Financial Cycles in Credit, Housing and Capital Markets: Evidence from Systemic Economies," wiiw Working Papers 140, The Vienna Institute for International Economic Studies, wiiw.
  60. Uch, Raksmey & Miyamoto, Hiroaki & Kakinaka, Makoto, 2021. "Effects of a banking crisis on credit growth in developing countries," Finance Research Letters, Elsevier, vol. 43(C).
  61. Xi, Yue & Zeng, Qing & Lu, Xinjie & Huynh, Toan L.D., 2022. "Oil and renewable energy stock markets: Unique role of extreme shocks," Energy Economics, Elsevier, vol. 109(C).
  62. Adél Bosch & Steven F. Koch, 2020. "The South African Financial Cycle and its Relation to Household Deleveraging," South African Journal of Economics, Economic Society of South Africa, vol. 88(2), pages 145-173, June.
  63. Gong, Xiao-Li & Liu, Jian-Min & Xiong, Xiong & Zhang, Wei, 2022. "Research on stock volatility risk and investor sentiment contagion from the perspective of multi-layer dynamic network," International Review of Financial Analysis, Elsevier, vol. 84(C).
  64. Milan Christian de Wet, 2021. "Modelling the Australasian Financial Cycle: A Markov-Regime Switching Approach," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 14(1), pages 69-79, June.
  65. Tihana Škrinjarić & Maja Bukovšak, 2022. "New Indicators of Credit Gap in Croatia: Improving the Calibration of the Countercyclical Capital Buffer," Working Papers 69, The Croatian National Bank, Croatia.
  66. Xin Tian & Jan Jacobs & Jakob de Haan, 2022. "Alternative Measures for the Global Financial Cycle: Do They Make a Difference?," CESifo Working Paper Series 9730, CESifo.
  67. Cevik, Emrah Ismail & Gunay, Samet & Zafar, Muhammad Wasif & Destek, Mehmet Akif & Bugan, Mehmet Fatih & Tuna, Fatih, 2022. "The impact of digital finance on the natural resource market: Evidence from DeFi, oil, and gold," Resources Policy, Elsevier, vol. 79(C).
  68. Shengnan Lv & Zeshui Xu & Xuecheng Fan & Yong Qin & Marinko Skare, 2023. "The mean reversion/persistence of financial cycles: Empirical evidence for 24 countries worldwide," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(1), pages 11-47, March.
  69. Lenarčič, Črt, 2021. "Estimating business and financial cycles in Slovenia," MPRA Paper 109977, University Library of Munich, Germany.
  70. Schüler, Yves S., 2020. "On the credit-to-GDP gap and spurious medium-term cycles," Economics Letters, Elsevier, vol. 192(C).
  71. Karsten Kohler & Robert Calvert Jump, 2022. "Estimating Nonlinear Business Cycle Mechanisms with Linear Vector Autoregressions: A Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 1077-1100, October.
  72. Sun, Chentong & Yi, Shangkun & Wu, Fenglin & Li, Yanshuang & Dong, Zibing, 2025. "Mainshocks and aftershocks: Assessing the resilience of Asia-Pacific stock markets amid global financial cycle shocks," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
  73. Greg Farrell & Esti Kemp, 2020. "Measuring the Financial Cycle in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 88(2), pages 123-144, June.
  74. Verona, Fabio, 2016. "Time–frequency characterization of the U.S. financial cycle," Economics Letters, Elsevier, vol. 144(C), pages 75-79.
  75. Esti Kemp & Rene van Stralen & Alexandros Vardoulakis & Peter J. Wierts, 2018. "The Non-Bank Credit Cycle," Finance and Economics Discussion Series 2018-076, Board of Governors of the Federal Reserve System (U.S.).
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