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Using transfer entropy to measure information flows between financial markets

Citations

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Cited by:

  1. Movaghari, Hadi & Serletis, Apostolos & Sermpinis, Georgios, 2024. "Money demand stability: New evidence from transfer entropy," International Economics, Elsevier, vol. 179(C).
  2. Neto, David, 2022. "Revisiting spillovers between investor attention and cryptocurrency markets using noisy independent component analysis and transfer entropy," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
  3. Nie, Chun-Xiao, 2023. "Time-varying characteristics of information flow networks in the Chinese market: An analysis based on sector indices," Finance Research Letters, Elsevier, vol. 54(C).
  4. Parthajit Kayal & Moinak Maiti, 2023. "Examining the asymmetric information flow between pairs of gold, silver, and oil: a transfer entropy approach," SN Business & Economics, Springer, vol. 3(10), pages 1-22, October.
  5. Assaf, Ata & Mokni, Khaled & Youssef, Manel, 2023. "COVID-19 and information flow between cryptocurrencies, and conventional financial assets," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 73-81.
  6. Theo Diamandis & Yonathan Murin & Andrea Goldsmith, 2018. "Ranking Causal Influence of Financial Markets via Directed Information Graphs," Papers 1801.06896, arXiv.org.
  7. Almeida, Dora & Ferreira, Paulo & Dionísio, Andreia & Aslam, Faheem, 2025. "Exploring the connection between geopolitical risks and energy markets," Energy Economics, Elsevier, vol. 141(C).
  8. Dimpfl, Thomas & Peter, Franziska J., 2014. "The impact of the financial crisis on transatlantic information flows: An intraday analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 31(C), pages 1-13.
  9. Yi, Eojin & Cho, Yerim & Sohn, Sungbin & Ahn, Kwangwon, 2021. "After the Splits: Information Flow between Bitcoin and Bitcoin Family," Chaos, Solitons & Fractals, Elsevier, vol. 142(C).
  10. Tian, Sihua & Li, Shaofang & Gu, Qinen, 2023. "Measurement and contagion modelling of systemic risk in China's financial sectors: Evidence for functional data analysis and complex network," International Review of Financial Analysis, Elsevier, vol. 90(C).
  11. Leonidas Sandoval Junior & Asher Mullokandov & Dror Y. Kenett, 2015. "Dependency Relations among International Stock Market Indices," JRFM, MDPI, vol. 8(2), pages 1-39, May.
  12. Almeida, Dora & Dionísio, Andreia & Ferreira, Paulo & Aslam, Faheem & Quintino, Derick, 2025. "Information flow between asset classes during extreme events," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 671(C).
  13. Ferreira, Joaquim & Morais, Flávio, 2023. "Predict or to be predicted? A transfer entropy view between adaptive green markets, structural shocks and sentiment index," Finance Research Letters, Elsevier, vol. 56(C).
  14. Behrendt, Simon & Peter, Franziska J. & Zimmermann, David J., 2020. "An encyclopedia for stock markets? Wikipedia searches and stock returns," International Review of Financial Analysis, Elsevier, vol. 72(C).
  15. Kihwan Jo & Gahyun Choi & Jongwook Jeong & Kwangwon Ahn, 2023. "Information flow among stocks, bonds, and convertible bonds," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-12, March.
  16. Banerjee, Ameet Kumar & Akhtaruzzaman, Md & Dionisio, Andreia & Almeida, Dora & Sensoy, Ahmet, 2022. "Nonlinear nexus between cryptocurrency returns and COVID-19 news sentiment," Journal of Behavioral and Experimental Finance, Elsevier, vol. 36(C).
  17. Paolo Pagnottoni & Alessandro Spelta, 2024. "Statistically validated coeherence and intensity in temporal networks of information flows," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(1), pages 131-151, March.
  18. Szczygielski, Jan Jakub & Charteris, Ailie & Obojska, Lidia & Brzeszczyński, Janusz, 2025. "What does energy price uncertainty reveal about the global energy crisis?," International Review of Financial Analysis, Elsevier, vol. 104(PB).
  19. Aslanidis, Nektarios & Bariviera, Aurelio F. & López, Óscar G., 2022. "The link between cryptocurrencies and Google Trends attention," Finance Research Letters, Elsevier, vol. 47(PA).
  20. Gao, Hai-Ling & Mei, Dong-Cheng, 2019. "The correlation structure in the international stock markets during global financial crisis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
  21. Leonidas Sandoval Junior, 2014. "Dynamics in two networks based on stocks of the US stock market," Business and Economics Working Papers 210, Unidade de Negocios e Economia, Insper.
  22. Neto, David, 2022. "Examining interconnectedness between media attention and cryptocurrency markets: A transfer entropy story," Economics Letters, Elsevier, vol. 214(C).
  23. Sabrina Aufiero & Antonio Briola & Tesfaye Salarin & Fabio Caccioli & Silvia Bartolucci & Tomaso Aste, 2025. "Cryptocurrencies in the Balance Sheet: Insights from (Micro)Strategy -- Bitcoin Interactions," Papers 2505.14655, arXiv.org.
  24. Thai Hung, Ngo & Nguyen, Linh Thi My & Vinh Vo, Xuan, 2022. "Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
  25. Ladislav Kristoufek, 2022. "On the role of stablecoins in cryptoasset pricing dynamics," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-26, December.
  26. Basse, Tobias & Wegener, Christoph, 2022. "Inflation expectations: Australian consumer survey data versus the bond market," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 416-430.
  27. Szczygielski, Jan Jakub & Charteris, Ailie & Obojska, Lidia & Brzeszczyński, Janusz, 2025. "Energy in turmoil: Industry resilience to uncertainty during the global energy crisis," Applied Energy, Elsevier, vol. 389(C).
  28. Tong, Zezheng & Goodell, John W. & Shen, Dehua, 2022. "Assessing causal relationships between cryptocurrencies and investor attention: New results from transfer entropy methodology," Finance Research Letters, Elsevier, vol. 50(C).
  29. Ngo Thai Hung, 2021. "Nexus between green bonds, financial and environmental indicators," Economics and Business Letters, Oviedo University Press, vol. 10(3), pages 191-199.
  30. Hassad de Andrade, Liz & Moreira Antunes, Jorge Junio & Araújo de Medeiros, Antônio Mamede & Wanke, Peter & Nunes, Bernardo Pereira, 2022. "The impact of social welfare and COVID-19 stringency on the perceived utility of food apps: A hybrid MCDM approach," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
  31. Huynh, Toan Luu Duc & Nasir, Muhammad Ali & Vo, Xuan Vinh & Nguyen, Thong Trung, 2020. "“Small things matter most”: The spillover effects in the cryptocurrency market and gold as a silver bullet," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  32. Almeida, Dora & Dionísio, Andreia & Ferreira, Paulo, 2024. "Information flow dynamics between cryptocurrency returns and electricity consumption: A comparative analysis of Bitcoin and Ethereum," Finance Research Letters, Elsevier, vol. 68(C).
  33. Nicoló Andrea Caserini & Paolo Pagnottoni, 2022. "Effective transfer entropy to measure information flows in credit markets," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(4), pages 729-757, October.
  34. Luu Duc Huynh, Toan, 2020. "The effect of uncertainty on the precious metals market: New insights from Transfer Entropy and Neural Network VAR," Resources Policy, Elsevier, vol. 66(C).
  35. Román Alejandro Mendoza Urdiales & Andrés García-Medina & José Antonio Nuñez Mora, 2021. "Measuring information flux between social media and stock prices with Transfer Entropy," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-19, September.
  36. Palazzi, Rafael Baptista & Schich, Sebastian & de Genaro, Alan, 2025. "Stablecoins as anchors? Unraveling information flow dynamics between pegged and unpegged crypto-assets and fiat currencies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
  37. Kim, Hyeonoh & Ha, Chang Yong & Ahn, Kwangwon, 2022. "Preference heterogeneity in Bitcoin and its forks' network," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
  38. Tihana Škrinjarić & Derick Quintino & Paulo Ferreira, 2021. "Transfer Entropy Approach for Portfolio Optimization: An Empirical Approach for CESEE Markets," JRFM, MDPI, vol. 14(8), pages 1-12, August.
  39. Wang, Xiaoyang, 2022. "Efficient markets are more connected: An entropy-based analysis of the energy, industrial metal and financial markets," Energy Economics, Elsevier, vol. 111(C).
  40. Ferreira, Paulo & Almeida, Dora & Dionísio, Andreia & Bouri, Elie & Quintino, Derick, 2022. "Energy markets – Who are the influencers?," Energy, Elsevier, vol. 239(PA).
  41. Xie, Wen-Jie & Yong, Yang & Wei, Na & Yue, Peng & Zhou, Wei-Xing, 2021. "Identifying states of global financial market based on information flow network motifs," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
  42. Kamrul Hasan Tuhin & Ashadun Nobi & Mahmudul Hasan Rakib & Jae Woo Lee, 2025. "Long short-term memory autoencoder based network of financial indices," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  43. Abel Díaz Berenguer & Yifei Da & Matías Nicolás Bossa & Meshia Cédric Oveneke & Hichem Sahli, 2024. "Causality-driven multivariate stock movement forecasting," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-41, April.
  44. Xiao, Di & Wang, Jun, 2020. "Dynamic complexity and causality of crude oil and major stock markets," Energy, Elsevier, vol. 193(C).
  45. Moni, M. & Sreeraj, & Sankararaman, S., 2025. "Unveiling the interdependency of cryptocurrency and Indian stocks through wavelet and nonlinear time series analysis: An Econophysics approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 670(C).
  46. Choi, Insu & Kim, Woo Chang, 2024. "A temporal information transfer network approach considering federal funds rate for an interpretable asset fluctuation prediction framework," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  47. Bossman, Ahmed & Umar, Zaghum & Agyei, Samuel Kwaku & Junior, Peterson Owusu, 2022. "A new ICEEMDAN-based transfer entropy quantifying information flow between real estate and policy uncertainty," Research in Economics, Elsevier, vol. 76(3), pages 189-205.
  48. Behrendt, Simon & Prange, Philipp, 2021. "What are you searching for? On the equivalence of proxies for online investor attention," Finance Research Letters, Elsevier, vol. 38(C).
  49. Stephan Schwill, 2018. "Entropy Analysis of Financial Time Series," Papers 1807.09423, arXiv.org.
  50. Behrendt, Simon & Schmidt, Alexander, 2021. "Nonlinearity matters: The stock price – trading volume relation revisited," Economic Modelling, Elsevier, vol. 98(C), pages 371-385.
  51. Neto, David, 2021. "Are Google searches making the Bitcoin market run amok? A tail event analysis," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
  52. Assaf, Ata & Bilgin, Mehmet Huseyin & Demir, Ender, 2022. "Using transfer entropy to measure information flows between cryptocurrencies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 586(C).
  53. Wu, Zhe & Zhang, Qiang & Cheng, Lifeng & Hou, Shuyong & Tan, Shengyue, 2020. "The VMTES: Application to the structural health monitoring and diagnosis of rotating machines," Renewable Energy, Elsevier, vol. 162(C), pages 2380-2396.
  54. Chen, Jinyan & Nie, Chun-Xiao, 2024. "Impact of the collapse of silicon valley bank on the banking sector: An analysis based on nonlinear high-frequency networks," Finance Research Letters, Elsevier, vol. 62(PB).
  55. Sihyun An & Jihae Kim & Gahyun Choi & Hanwool Jang & Kwangwon Ahn, 2024. "The effect of rare events on information-leading role: evidence from real estate investment trusts and overall stock markets," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
  56. Zhang, Jinren & Cao, Jinde & Wu, Tao & Huang, Wei & Ma, Tao & Zhou, Xinye, 2023. "A novel adaptive multi-scale Rényi transfer entropy based on kernel density estimation," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
  57. Choi, Insu & Lee, Myounggu & Kim, Hyejin & Kim, Woo Chang, 2023. "Elucidating Directed Statistical Dependencies: Investigating Global Financial Market Indices' Influence on Korean Short Selling Activities," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  58. Moinak Maiti & Parthajit Kayal, 2022. "Asymmetric Information Flow between Exchange Rate, Oil, and Gold: New Evidence from Transfer Entropy Approach," JRFM, MDPI, vol. 16(1), pages 1-14, December.
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