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Dynamic spillover analysis between FX and cryptocurrency markets across different market conditions: A quantile VAR approach

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  • Kim, Young-Sung
  • Kim, Dong-Jun
  • Choi, Sun-Yong

Abstract

This study analyzes the relationship between foreign exchange (FX) markets and cryptocurrencies, focusing on both major and minor currencies. Using a quantile spillover framework, we examine how this relationship evolves under varying market conditions. The empirical findings reveal three key insights. First, spillover effects between the FX and cryptocurrency markets play a significant role in shaping their interrelationship. Under normal market conditions, the FX market has a limited influence on cryptocurrencies. Second, within the FX market, the U.S. Dollar Index exerts the most substantial impact on both major and minor currencies, while in the cryptocurrency market, Bitcoin holds the biggest influence over other cryptocurrencies. Finally, as market conditions become more extreme, spillover effects between the FX and cryptocurrency markets intensify. These findings highlight the dynamic nature of cross-market interactions and underscore the importance of considering market conditions when evaluating spillover effects between FX and cryptocurrency markets.

Suggested Citation

  • Kim, Young-Sung & Kim, Dong-Jun & Choi, Sun-Yong, 2025. "Dynamic spillover analysis between FX and cryptocurrency markets across different market conditions: A quantile VAR approach," The North American Journal of Economics and Finance, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:ecofin:v:80:y:2025:i:c:s1062940825001433
    DOI: 10.1016/j.najef.2025.102503
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    as
    1. Guidolin, Massimo & Hansen, Erwin & Cabrera, Gabriel, 2025. "Time-varying risk aversion and international stock returns," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    2. Naifar, Nader, 2025. "Monetary policy expectations and financial Markets: A Quantile-on-Quantile connectedness approach," The North American Journal of Economics and Finance, Elsevier, vol. 77(C).
    3. Abid, Ilyes & Bouri, Elie & Galariotis, Emilios & Guesmi, Khaled & Mzoughi, Hela, 2023. "Bitcoin vs. fiat currencies: Insights from extreme dependence and risk spillover analysis with financial markets," International Review of Financial Analysis, Elsevier, vol. 90(C).
    4. Narayan, Paresh Kumar, 2022. "Understanding exchange rate shocks during COVID-19," Finance Research Letters, Elsevier, vol. 45(C).
    5. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    6. Corbet, Shaen & Katsiampa, Paraskevi & Lau, Chi Keung Marco, 2020. "Measuring quantile dependence and testing directional predictability between Bitcoin, altcoins and traditional financial assets," International Review of Financial Analysis, Elsevier, vol. 71(C).
    7. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    8. Huang, Guan-Ying & Gau, Yin-Feng & Wu, Zhen-Xing, 2022. "Price discovery in fiat currency and cryptocurrency markets," Finance Research Letters, Elsevier, vol. 47(PA).
    9. Walid Mensi & Anoop S. Kumar & Hee-Un Ko & Sang Hoon Kang, 2024. "Intraday spillovers in high-order moments among main cryptocurrency markets: the role of uncertainty indexes," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 507-538, June.
    10. Sousa, Joao Miguel & Zaghini, Andrea, 2007. "Global monetary policy shocks in the G5: A SVAR approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(5), pages 403-419, December.
    11. Lu, Xinsheng & Sun, Xinxin & Ge, Jintian, 2017. "Dynamic relationship between Japanese Yen exchange rates and market anxiety: A new perspective based on MF-DCCA," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 474(C), pages 144-161.
    12. Ahmed BenSaïda, 2023. "The linkage between Bitcoin and foreign exchanges in developed and emerging markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-27, December.
    13. Pavel Ciaian & Miroslava Rajcaniova & d’Artis Kancs, 2016. "The economics of BitCoin price formation," Applied Economics, Taylor & Francis Journals, vol. 48(19), pages 1799-1815, April.
    14. Joël Cariolle & Michaël Goujon, 2015. "Measuring Macroeconomic Instability: A Critical Survey Illustrated With Exports Series," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 1-26, February.
    15. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
    16. Bouri, Elie & Jalkh, Naji, 2023. "Spillovers of joint volatility-skewness-kurtosis of major cryptocurrencies and their determinants," International Review of Financial Analysis, Elsevier, vol. 90(C).
    17. Rognone, Lavinia & Hyde, Stuart & Zhang, S. Sarah, 2020. "News sentiment in the cryptocurrency market: An empirical comparison with Forex," International Review of Financial Analysis, Elsevier, vol. 69(C).
    18. Rehman, Mobeen Ur & Katsiampa, Paraskevi & Zeitun, Rami & Vo, Xuan Vinh, 2023. "Conditional dependence structure and risk spillovers between Bitcoin and fiat currencies," Emerging Markets Review, Elsevier, vol. 55(C).
    19. Lee, Min-Jae & Choi, Sun-Yong, 2024. "Insights into the dynamics of market efficiency spillover of financial assets in different equity markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 641(C).
    20. Mensi, Walid & Sensoy, Ahmet & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Pricing efficiency and asymmetric multifractality of major asset classes before and during COVID-19 crisis," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    21. 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.
    22. Lan Ju & Timothy (Jun) Lu & Zhiyong Tu, 2016. "Capital Flight and Bitcoin Regulation," International Review of Finance, International Review of Finance Ltd., vol. 16(3), pages 445-455, September.
    23. Husain, Aasim M. & Mody, Ashoka & Rogoff, Kenneth S., 2005. "Exchange rate regime durability and performance in developing versus advanced economies," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 35-64, January.
    24. Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sousa, Ricardo M., 2015. "US monetary policy and sectoral commodity prices," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 61-85.
    25. Jinan Liu & Apostolos Serletis, 2019. "Volatility in the Cryptocurrency Market," Open Economies Review, Springer, vol. 30(4), pages 779-811, September.
    26. Wang, Jie & Liu, Tangyong & Pan, Na, 2023. "Analyzing quantile spillover effects among international financial markets," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    27. Bakhtiar, Tiam & Luo, Xiaojun & Adelopo, Ismail, 2023. "Network effects and store-of-value features in the cryptocurrency market," Technology in Society, Elsevier, vol. 74(C).
    28. Sitara Karim & Muhammad Abubakr Naeem & Nawazish Mirza & Jessica Paule-Vianez, 2022. "Quantifying the hedge and safe-haven properties of bond markets for cryptocurrency indices," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 23(2), pages 191-205, January.
    29. Chuliá, Helena & Fernández, Julián & Uribe, Jorge M., 2018. "Currency downside risk, liquidity, and financial stability," Journal of International Money and Finance, Elsevier, vol. 89(C), pages 83-102.
    30. C. Alexander & M. Dakos, 2020. "A critical investigation of cryptocurrency data and analysis," Quantitative Finance, Taylor & Francis Journals, vol. 20(2), pages 173-188, February.
    31. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    32. Arthur A. B. Pessa & Matjaz Perc & Haroldo V. Ribeiro, 2023. "Age and market capitalization drive large price variations of cryptocurrencies," Papers 2302.12319, arXiv.org.
    33. Angelo Corelli, 2018. "Cryptocurrencies and Exchange Rates: A Relationship and Causality Analysis," Risks, MDPI, vol. 6(4), pages 1-11, October.
    34. Mehrling, Perry, 2013. "Essential hybridity: A money view of FX," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 355-363.
    35. Kingstone Nyakurukwa & Yudhvir Seetharam, 2023. "Higher moment connectedness of cryptocurrencies: a time-frequency approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(3), pages 793-814, September.
    36. Brauneis, Alexander & Mestel, Roland & Theissen, Erik, 2021. "What drives the liquidity of cryptocurrencies? A long-term analysis," Finance Research Letters, Elsevier, vol. 39(C).
    37. Akyildirim, Erdinc & Corbet, Shaen & Lucey, Brian & Sensoy, Ahmet & Yarovaya, Larisa, 2020. "The relationship between implied volatility and cryptocurrency returns," Finance Research Letters, Elsevier, vol. 33(C).
    38. Jiménez, Inés & Mora-Valencia, Andrés & Perote, Javier, 2024. "Bitcoin halving and the integration of cryptocurrency and forex markets: An analysis of the higher-order moment spillovers," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 302-315.
    39. Chiang-Ching Tan & Pick-Soon Ling & Siew-Ling Sim & Kelvin Lee Yong Ming, 2023. "Hedge and safe-haven properties of Cryptocurrencies: evidence in east asia-5 market," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2183640-218, December.
    40. Bao, Hong & Li, Jianjun & Peng, Yuchao & Qu, Qiang, 2022. "Can Bitcoin help money cross the border: International evidence," Finance Research Letters, Elsevier, vol. 49(C).
    41. Karau, Sören, 2023. "Monetary policy and Bitcoin," Journal of International Money and Finance, Elsevier, vol. 137(C).
    42. Marthinsen, John E. & Gordon, Steven R., 2022. "Hyperinflation, Optimal Currency Scopes, and a Cryptocurrency Alternative to Dollarization," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 161-173.
    43. Wen, Xiaoqian & Cheng, Hua, 2018. "Which is the safe haven for emerging stock markets, gold or the US dollar?," Emerging Markets Review, Elsevier, vol. 35(C), pages 69-90.
    44. Seok-Jun Yun & Sun-Yong Choi & Young Sung Kim, 2023. "Examining the hedge performance of US dollar, VIX, and gold during the coronavirus pandemic: Is US dollar a better hedge asset?," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-19, October.
    45. Zhang, Hongwei & Zhang, Yubo & Gao, Wang & Li, Yingli, 2023. "Extreme quantile spillovers and drivers among clean energy, electricity and energy metals markets," International Review of Financial Analysis, Elsevier, vol. 86(C).
    46. Myoung Shik Choi, 2010. "Currency risks hedging for major and minor currencies: constant hedging versus speculative hedging," Applied Economics Letters, Taylor & Francis Journals, vol. 17(3), pages 305-311, February.
    47. Nekhili, Ramzi & Sultan, Jahangir & Bouri, Elie, 2023. "Liquidity spillovers between cryptocurrency and foreign exchange markets," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
    48. Nikolaos A. Kyriazis, 2019. "A Survey on Empirical Findings about Spillovers in Cryptocurrency Markets," JRFM, MDPI, vol. 12(4), pages 1-17, November.
    49. De Pace, Pierangelo & Rao, Jayant, 2023. "Comovement and instability in cryptocurrency markets," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 173-200.
    50. Jiang, Wei & Dong, Lingfei & Liu, Xutang & Zou, Liming, 2024. "Volatility spillovers among economic policy uncertainty, energy and carbon markets—The quantile time-frequency perspective," Energy, Elsevier, vol. 307(C).
    51. Bénétrix, Agustin S. & Lane, Philip R. & Shambaugh, Jay C., 2015. "International currency exposures, valuation effects and the global financial crisis," Journal of International Economics, Elsevier, vol. 96(S1), pages 98-109.
    52. Jinan Liu & Apostolos Serletis, 2019. "Volatility in the Cryptocurrency Market," Open Economies Review, Springer, vol. 30(4), pages 779-811, September.
    53. Beckmann, Joscha & Czudaj, Robert, 2017. "Exchange rate expectations since the financial crisis: Performance evaluation and the role of monetary policy and safe haven," Journal of International Money and Finance, Elsevier, vol. 74(C), pages 283-300.
    54. Goodell, John W. & Goutte, Stephane, 2021. "Diversifying equity with cryptocurrencies during COVID-19," International Review of Financial Analysis, Elsevier, vol. 76(C).
    55. Rehman, Mobeen Ur & Vinh Vo, Xuan, 2020. "Cryptocurrencies and precious metals: A closer look from diversification perspective," Resources Policy, Elsevier, vol. 66(C).
    56. Simran, & Sharma, Anil Kumar, 2023. "Asymmetric impact of economic policy uncertainty on cryptocurrency market: Evidence from NARDL approach," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
    57. Raphael Auer & Bernhard Haslhofer & Stefan Kitzler & Pietro Saggese & Friedhelm Victor, 2024. "The technology of decentralized finance (DeFi)," Digital Finance, Springer, vol. 6(1), pages 55-95, March.
    58. Kumar, Anoop S. & Anandarao, S., 2019. "Volatility spillover in crypto-currency markets: Some evidences from GARCH and wavelet analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 524(C), pages 448-458.
    59. L. A. Smales, 2024. "Cryptocurrency as an alternative inflation hedge?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(2), pages 1589-1611, June.
    60. Hwee Kwan Chow, 2025. "Gauging growth risk in an international financial centre: some evidence from Singapore," Empirical Economics, Springer, vol. 68(5), pages 2199-2224, May.
    61. Kristjanpoller, Werner & Bouri, Elie, 2019. "Asymmetric multifractal cross-correlations between the main world currencies and the main cryptocurrencies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 1057-1071.
    62. Ciaian, Pavel & Rajcaniova, Miroslava & Kancs, d'Artis, 2018. "Virtual relationships: Short- and long-run evidence from BitCoin and altcoin markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 52(C), pages 173-195.
    63. Imalka Wasana Rathnayaka & Rasheda Khanam & Mohammad Mafizur Rahman, 2024. "Examining Monetary Policy Measures and Their Impacts during and after the COVID Era: OECD Perspectives," Economies, MDPI, vol. 12(6), pages 1-17, June.
    64. Sevda Kuşkaya & Nurhan Toğuç & Faik Bilgili, 2022. "Wavelet coherence analysis and exchange rate movements," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 4675-4692, December.
    65. Giudici, Paolo & Leach, Thomas & Pagnottoni, Paolo, 2022. "Libra or Librae? Basket based stablecoins to mitigate foreign exchange volatility spillovers," Finance Research Letters, Elsevier, vol. 44(C).
    66. Urquhart, Andrew & Zhang, Hanxiong, 2019. "Is Bitcoin a hedge or safe haven for currencies? An intraday analysis," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 49-57.
    67. Chen, Hongyi & Tillmann, Peter, 2025. "Monetary policy spillovers: Is this time different?," Journal of International Money and Finance, Elsevier, vol. 152(C).
    68. Georgiadis, Georgios & Zhu, Feng, 2021. "Foreign-currency exposures and the financial channel of exchange rates: Eroding monetary policy autonomy in small open economies?," Journal of International Money and Finance, Elsevier, vol. 110(C).
    69. Ueda, Renan Mitsuo & Souza, Adriano Mendonça & Menezes, Rui Manuel Campilho Pereira, 2020. "How macroeconomic variables affect admission and dismissal in the Brazilian electro-electronic sector: A VAR-based model and cluster analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 557(C).
    70. Himadri Rajput & Rahil Changotra & Prachi Rajput & Sneha Gautam & Anjani R. K. Gollakota & Amarpreet Singh Arora, 2021. "A shock like no other: coronavirus rattles commodity markets," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6564-6575, May.
    71. Chortane, Sana Gaied & Pandey, Dharen Kumar, 2022. "Does the Russia-Ukraine war lead to currency asymmetries? A US dollar tale," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    72. Raza, Syed Ali & Ahmed, Maiyra & Aloui, Chaker, 2022. "On the asymmetrical connectedness between cryptocurrencies and foreign exchange markets: Evidence from the nonparametric quantile on quantile approach," Research in International Business and Finance, Elsevier, vol. 61(C).
    73. Liu, Weiyi, 2019. "Portfolio diversification across cryptocurrencies," Finance Research Letters, Elsevier, vol. 29(C), pages 200-205.
    74. Ahmed H. Elsayed & Giray Gozgor & Chi Keung Marco Lau, 2022. "Causality and dynamic spillovers among cryptocurrencies and currency markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2026-2040, April.
    75. Jara, Alejandro & Piña, Marco, 2023. "Exchange rate volatility and the effectiveness of FX interventions: The case of Chile," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(2).
    76. Chemkha, Rahma & BenSaïda, Ahmed & Ghorbel, Ahmed, 2021. "Connectedness between cryptocurrencies and foreign exchange markets: Implication for risk management," Journal of Multinational Financial Management, Elsevier, vol. 59(C).
    77. Thompson, Linh, 2025. "Human capital disclosures and institutional ownership," Finance Research Letters, Elsevier, vol. 71(C).
    78. Cagli, Efe Caglar, 2019. "Explosive behavior in the prices of Bitcoin and altcoins," Finance Research Letters, Elsevier, vol. 29(C), pages 398-403.
    79. Souza, Rodrigo da Silva & Fry-McKibbin, Renée, 2021. "Global liquidity and commodity market interactions: Macroeconomic effects on a commodity exporting emerging market," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 781-800.
    80. Arghyrou, Michael G. & Kontonikas, Alexandros, 2012. "The EMU sovereign-debt crisis: Fundamentals, expectations and contagion," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 658-677.
    81. David Y. Aharon & Zaghum Umar & Xuan Vinh Vo, 2021. "Dynamic spillovers between the term structure of interest rates, bitcoin, and safe-haven currencies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-25, December.
    82. Pham, Linh & Huynh, Toan Luu Duc & Hanif, Waqas, 2023. "Time-varying asymmetric spillovers among cryptocurrency, green and fossil-fuel investments," Global Finance Journal, Elsevier, vol. 58(C).
    83. Tomohiro Ando & Matthew Greenwood-Nimmo & Yongcheol Shin, 2022. "Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks," Management Science, INFORMS, vol. 68(4), pages 2401-2431, April.
    84. Lee, Chien-Chiang & Zhou, Hegang & Xu, Chao & Zhang, Xiaoming, 2023. "Dynamic spillover effects among international crude oil markets from the time-frequency perspective," Resources Policy, Elsevier, vol. 80(C).
    85. Del Brio, Esther B. & Mora-Valencia, Andrés & Perote, Javier, 2017. "The kidnapping of Europe: High-order moments' transmission between developed and emerging markets," Emerging Markets Review, Elsevier, vol. 31(C), pages 96-115.
    86. Ahmed H. Elsayed & Mohamad Husam Helmi, 2021. "Volatility transmission and spillover dynamics across financial markets: the role of geopolitical risk," Annals of Operations Research, Springer, vol. 305(1), pages 1-22, October.
    87. OlaOluwa S. Yaya & Derick D. Quintino & Cristiane M. Ogino & Olanrewaju I. Shittu & Dora M. F. Almeida & Paulo J. S. Ferreira, 2025. "Volatility interdependencies of cryptocurrencies, gold, oil, and US stocks: quantile connectedness analysis with intraday data," SN Business & Economics, Springer, vol. 5(1), pages 1-30, January.
    88. Lim, Seo-Yeon & Choi, Sun-Yong, 2024. "Dynamic credit risk transmissions among global major industries: Evidence from the TVP-VAR spillover approach," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    89. Lihui Tian & Haifeng Wu & Qichang Xie, 2025. "The impact of FOMC announcements on cryptocurrency risk spillover across different market conditions," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 161(3), pages 1035-1069, August.
    90. Wang, Haiying & Yuan, Ying & Li, Yiou & Wang, Xunhong, 2021. "Financial contagion and contagion channels in the forex market: A new approach via the dynamic mixture copula-extreme value theory," Economic Modelling, Elsevier, vol. 94(C), pages 401-414.
    91. Ji, Qiang & Bouri, Elie & Lau, Chi Keung Marco & Roubaud, David, 2019. "Dynamic connectedness and integration in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 257-272.
    92. Hasan Fehmi Baklaci & Tezer Yelkenci, 2022. "Cross-time-frequency analysis of volatility linkages in global currency markets: an extended framework," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(2), pages 267-314, June.
    93. Sofia Anyfantaki & Stelios Arvanitis & Nikolas Topaloglou, 2018. "Diversification, integration and cryptocurrency market," Working Papers 244, Bank of Greece.
    94. Hsu, Shu-Han & Sheu, Chwen & Yoon, Jiho, 2021. "Risk spillovers between cryptocurrencies and traditional currencies and gold under different global economic conditions," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    95. Esmaeili, Parisa & Rafei, Meysam, 2021. "Dynamics analysis of factors affecting electricity consumption fluctuations based on economic conditions: Application of SVAR and TVP-VAR models," Energy, Elsevier, vol. 226(C).
    96. Stefan Avdjiev & Valentina Bruno & Catherine Koch & Hyun Song Shin, 2019. "The Dollar Exchange Rate as a Global Risk Factor: Evidence from Investment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 151-173, March.
    97. Mokni, Khaled & Ajmi, Ahdi Noomen, 2021. "Cryptocurrencies vs. US dollar: Evidence from causality in quantiles analysis," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 238-252.
    98. Mongi Arfaoui & Aymen Ben Rejeb, 2017. "Oil, gold, US dollar and stock market interdependencies: a global analytical insight," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 26(3), pages 278-293, October.
    99. Palazzi, Rafael Baptista & Júnior, Gerson de Souza Raimundo & Klotzle, Marcelo Cabus, 2021. "The dynamic relationship between bitcoin and the foreign exchange market: A nonlinear approach to test causality between bitcoin and currencies," Finance Research Letters, Elsevier, vol. 42(C).
    100. Pascal St-Amour & Stephen Gordon, 2000. "A Preference Regime Model of Bull and Bear Markets," American Economic Review, American Economic Association, vol. 90(4), pages 1019-1033, September.
    101. António Portugal Duarte & Fátima Sol Murta & Nuno Baetas Silva, 2025. "Will the euro replace the U.S. dollar as the leading international currency? A volatility analysis," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 1-27, March.
    102. Mohammed Armah & Godfred Amewu, 2024. "Time-frequency dynamics of financial market stress and global economic uncertainties: evidence from the COVID-19 pandemic," Applied Economics Letters, Taylor & Francis Journals, vol. 31(10), pages 934-939, June.
    103. 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).
    104. Kong, Xiaolin & Ma, Chaoqun & Ren, Yi-Shuai & Baltas, Konstantinos & Narayan, Seema, 2024. "A comparative analysis of the price explosiveness in Bitcoin and forked coins," Finance Research Letters, Elsevier, vol. 61(C).
    105. Frankel, Jeffrey & Poonawala, Jumana, 2010. "The forward market in emerging currencies: Less biased than in major currencies," Journal of International Money and Finance, Elsevier, vol. 29(3), pages 585-598, April.
    106. Manalo, Josef & Perera, Dilhan & Rees, Daniel M., 2015. "Exchange rate movements and the Australian economy," Economic Modelling, Elsevier, vol. 47(C), pages 53-62.
    107. Fan Zhou, 2025. "Application of Event Study Methodology in the Analysis of Cryptocurrency Returns," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 61(4), pages 989-1009, March.
    108. Sevillano, María Caridad & Jareño, Francisco & López, Raquel & Esparcia, Carlos, 2024. "Connectedness between oil price shocks and US sector returns: Evidence from TVP-VAR and wavelet decomposition," Energy Economics, Elsevier, vol. 131(C).
    109. Piyachart Phiromswad & Pattanaporn Chatjuthamard & Sirimon Treepongkaruna & Sabin Srivannaboon, 2021. "Jumps and Cojumps analyses of major and minor cryptocurrencies," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-9, February.
    110. Hillier, David & Loncan, Tiago, 2019. "Political uncertainty and Stock returns: Evidence from the Brazilian Political Crisis," Pacific-Basin Finance Journal, Elsevier, vol. 54(C), pages 1-12.
    111. Umar, Zaghum & Jareño, Francisco & González, María de la O, 2021. "The impact of COVID-19-related media coverage on the return and volatility connectedness of cryptocurrencies and fiat currencies," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    112. Chen, Jinyu & Liang, Zhipeng & Ding, Qian & Liu, Zhenhua, 2022. "Extreme spillovers among fossil energy, clean energy, and metals markets: Evidence from a quantile-based analysis," Energy Economics, Elsevier, vol. 107(C).
    113. Wang, Yizhi, 2022. "Volatility spillovers across NFTs news attention and financial markets," International Review of Financial Analysis, Elsevier, vol. 83(C).
    114. Anamika & Madhumita Chakraborty & Sowmya Subramaniam, 2023. "Does Sentiment Impact Cryptocurrency?," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 24(2), pages 202-218, April.
    115. Sokhanvar, Amin & Hammoudeh, Shawkat, 2024. "Comparative analysis of responses of risky and safe haven assets to stock market risk before and after the yield curve inversions in the U.S," International Review of Economics & Finance, Elsevier, vol. 94(C).
    116. Omar Al-kasasbeh & Amro Alzghoul & Khaled Alghraibeh, 2022. "Global FDI inflows and outflows in emerging economies Post-COVID-19 era," Future Business Journal, Springer, vol. 8(1), pages 1-9, December.
    117. Menezes, Flavio & Figer, Vivian & Jardim, Fernanda & Medeiros, Pedro, 2022. "A near real-time economic activity tracker for the Brazilian economy during the COVID-19 pandemic," Economic Modelling, Elsevier, vol. 112(C).
    118. Ahmet Faruk Aysan & Asad Ul Islam Khan & Humeyra Topuz, 2021. "Bitcoin and Altcoins Price Dependency: Resilience and Portfolio Allocation in COVID-19 Outbreak," Risks, MDPI, vol. 9(4), pages 1-13, April.
    119. Jiménez, Inés & Mora-Valencia, Andrés & Perote, Javier, 2023. "Multivariate dynamics between emerging markets and digital asset markets: An application of the SNP-DCC model," Emerging Markets Review, Elsevier, vol. 56(C).
    120. Corbet, Shaen & Meegan, Andrew & Larkin, Charles & Lucey, Brian & Yarovaya, Larisa, 2018. "Exploring the dynamic relationships between cryptocurrencies and other financial assets," Economics Letters, Elsevier, vol. 165(C), pages 28-34.
    121. Walid Mensi & Mariya Gubareva & Hee-Un Ko & Xuan Vinh Vo & Sang Hoon Kang, 2023. "Tail spillover effects between cryptocurrencies and uncertainty in the gold, oil, and stock markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-27, December.
    122. Chan, Wing Hong & Le, Minh & Wu, Yan Wendy, 2019. "Holding Bitcoin longer: The dynamic hedging abilities of Bitcoin," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 107-113.
    123. Narayan, Shivani & Kumar, Dilip, 2024. "Unveiling interconnectedness and risk spillover among cryptocurrencies and other asset classes," Global Finance Journal, Elsevier, vol. 62(C).
    124. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
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    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • F31 - International Economics - - International Finance - - - Foreign Exchange

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