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Investor Sentiment Connectedness: Evidence from Linear and Nonlinear Causality Approaches

Author

Listed:
  • Aviral Kumar Tiwari

    (Montpellier Business School, Montpellier, France)

  • Deven Bathia

    (Queen Mary University of London, School of Business and Management, London, UK)

  • Elie Bouri

    (USEK Business School, Holy Spirit University of Kaslik, Lebanon)

  • Rangan Gupta

    (Department of Economics, University of Pretoria, Pretoria, South Africa)

Abstract

This paper provides a novel perspective in determining the causality of sentiment across US, Latin America, Eurozone, Japan and Asia (excluding Japan), based on monthly data covering the period of January 2003 to November 2017. Using a survey-based sentiment index of ‘sentix’, our results tend to suggest strong evidence of nonlinearity and structural breaks making the results from linear causality models unreliable. Using a kernel-based multivariate nonlinear causality test, we find that causality runs from Eurozone to US, Asia, and Japan, with Japan also causing the Eurozone sentiment, and Latin-America causing Japanese sentiment. Interestingly, when we applied rolling estimations to detect time-varying causality for the cases of Eurozone and US, Eurozone and Asia, Eurozone and Japan, and Latin-America and Japan, we found evidence of bi-directional spillovers during certain months of the recent global financial crisis, and thereafter. Overall, our findings indicate that the sentiments of Japan, Asia, and US are related quite strongly with that of the Eurozone, as is Japan and Latin America.

Suggested Citation

  • Aviral Kumar Tiwari & Deven Bathia & Elie Bouri & Rangan Gupta, 2018. "Investor Sentiment Connectedness: Evidence from Linear and Nonlinear Causality Approaches," Working Papers 201814, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201814
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    References listed on IDEAS

    as
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    Cited by:

    1. van Eyden, Reneé & Gupta, Rangan & Nielsen, Joshua & Bouri, Elie, 2023. "Investor sentiment and multi-scale positive and negative stock market bubbles in a panel of G7 countries," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    2. Mbarki, Imen & Omri, Abdelwahed & Naeem, Muhammad Abubakr, 2022. "From sentiment to systemic risk: Information transmission in Asia-Pacific stock markets," Research in International Business and Finance, Elsevier, vol. 63(C).
    3. Plakandaras, Vasilios & Tiwari, Aviral Kumar & Gupta, Rangan & Ji, Qiang, 2020. "Spillover of sentiment in the European Union: Evidence from time- and frequency-domains," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 105-130.

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    More about this item

    Keywords

    Sentiment Spillovers; Linear and Nonlinear Causality; US; Latin America; Eurozone; Asia;
    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
    • G40 - Financial Economics - - Behavioral Finance - - - General

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