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A multivariate analysis of SIEFORE daily returns

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  • Calderón-Colín, Roberto
  • Carmona Sánchez, Juan Francisco

Abstract

This document presents a multivariate analysis of the relationship among daily returns of pension funds in Mexico from 1997 to 2019. We provide evidence of a positive relationship among daily returns through five statistical methods. We find Granger causality of the returns of some funds to others, showing that some managers’ decisions affect the others’ investment decisions. We introduce financial-connectedness indicators for daily returns, finding a high degree of linkage and spillovers. The high levels of financial connectedness observed suggest that shocks on the economy affect the SIEFORE returns in the same direction and with generally similar magnitude.

Suggested Citation

  • Calderón-Colín, Roberto & Carmona Sánchez, Juan Francisco, 2023. "A multivariate analysis of SIEFORE daily returns," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(1).
    • Handle: RePEc:eee:lajcba:v:4:y:2023:i:1:s2666143823000017
    DOI: 10.1016/j.latcb.2023.100084
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    1. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    2. Bárbara Trejo & José Antonio Núñez & Arturo Lorenzo, 2006. "Distribución de los rendimientos del mercado mexicano accionario," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 21(1), pages 85-98.
    3. S.G. Badrinath & Sunil Wahal, 2002. "Momentum Trading by Institutions," Journal of Finance, American Finance Association, vol. 57(6), pages 2449-2478, December.
    4. Svitlana Voronkova & Martin T. Bohl, 2005. "Institutional Traders’ Behavior in an Emerging Stock Market: Empirical Evidence on Polish Pension Fund Investors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1537-1560, September.
    5. Claudio Raddatz & Sergio Schmukler, 2013. "Deconstructing Herding: Evidence from Pension Fund Investment Behavior," Journal of Financial Services Research, Springer;Western Finance Association, vol. 43(1), pages 99-126, February.
    6. Diebold, Francis X. & Yilmaz, Kamil, 2015. "Financial and Macroeconomic Connectedness: A Network Approach to Measurement and Monitoring," OUP Catalogue, Oxford University Press, number 9780199338306, Decembrie.
    7. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    8. Svitlana Voronkova & Martin T. Bohl, 2005. "Institutional Traders' Behavior in an Emerging Stock Market: Empirical Evidence on Polish Pension Fund Investors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1537-1560.
    9. Laura Andreu & Cristina Ortiz & Jose Luis Sarto, 2009. "Herding behaviour in strategic asset allocations: new approaches on quantitative and intertemporal imitation," Applied Financial Economics, Taylor & Francis Journals, vol. 19(20), pages 1649-1659.
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