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Conditional Market Timing in the Mutual Fund Industry

Author

Listed:
  • Vanessa Tchamyou

    (Yaoundé/Cameroun)

  • Simplice Asongu

    (Yaoundé, Cameroon)

Abstract

This study complements the scarce literature on conditional market timing in the mutual fund industry by assessing determinants of market timing throughout the distribution of market exposure. It builds on the intuition that the degree of responsiveness by fund managers to investigated factors (aggregate liquidity, information asymmetry, volatility and market excess return) is contingent on their levels of market exposure. To this end, we use a panel of 1467 active open-end mutual funds for the period 2004-2013. Fund-specific time-dynamic beta is employed and we avail room for more policy implications by disaggregating the dataset into market fundamentals of: equity, fixed income, allocation and tax preferred. The empirical evidence is based on Quantile regressions. The following findings are established. First, there is consistent positive threshold evidence of volatility and market return in market timing, with the slim exception of allocation funds for which the pattern of volatility is either U- or S-shaped. Second, the effect of volatility and market return are consistently positive and negative respectively in the bottom and top quintiles of market exposure, but for allocation funds. Third, the effects of information asymmetry and aggregate liquidity are positive and negative, contingent on specifications, level of market exposure and market fundamentals. The findings broadly suggest that blanket responses of market exposures to investigated factors are unlikely to represent feasible strategies for fund managers unless they are contingent on initial levels of market exposure and tailored differently across ‘highly exposed’-fund managers and ‘lowly exposed’-fund managers. Implications for investors and fund managers are discussed.

Suggested Citation

  • Vanessa Tchamyou & Simplice Asongu, 2017. "Conditional Market Timing in the Mutual Fund Industry," Working Papers of the African Governance and Development Institute. 17/028, African Governance and Development Institute..
  • Handle: RePEc:agd:wpaper:17/028
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    References listed on IDEAS

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    1. Kathryn A. Holmes & Robert W. Faff, 2004. "Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi‐sector Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3‐4), pages 539-578, April.
    2. Simplice Asongu & Jacinta C. Nwachukwu & Vanessa S. Tchamyou, 2015. "Information Asymmetry and Financial Development Dynamics in Africa," Working Papers of the African Governance and Development Institute. 15/025, African Governance and Development Institute..
    3. Kathryn A. Holmes & Robert W. Faff, 2004. "Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi‐sector Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3‐4), pages 539-578, April.
    4. Edwin J. Elton & Martin J. Gruber & Christopher R. Blake, 2011. "An Examination of Mutual Fund Timing Ability Using Monthly Holdings Data," Review of Finance, European Finance Association, vol. 16(3), pages 619-645.
    5. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    6. Kitagawa, Norio & Okuda, Shin’ya, 2016. "Management Forecasts, Idiosyncratic Risk, and the Information Environment," The International Journal of Accounting, Elsevier, vol. 51(4), pages 487-503.
    7. Bodson, Laurent & Cavenaile, Laurent & Sougné, Danielle, 2013. "A global approach to mutual funds market timing ability," Journal of Empirical Finance, Elsevier, vol. 20(C), pages 96-101.
    8. Tae-Hwy Lee & Yong Bao & Burak Saltoglu, 2006. "Evaluating predictive performance of value-at-risk models in emerging markets: a reality check," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 25(2), pages 101-128.
    9. Thierry Kangoye, 2013. "Does aid unpredictability weaken governance? Evidence from developing countries," Post-Print halshs-00843755, HAL.
    10. Asongu, Simplice & Anyanwu, John & Tchamyou, Vanessa, 2016. "Information sharing and conditional financial development in Africa," MPRA Paper 74653, University Library of Munich, Germany.
    11. Chih-Chiang Wu, 2011. "Measuring mutual fund asymmetric performance in changing market conditions: evidence from a Bayesian threshold model," Applied Financial Economics, Taylor & Francis Journals, vol. 21(16), pages 1185-1204.
    12. Cao, Charles & Simin, Timothy T. & Wang, Ying, 2013. "Do mutual fund managers time market liquidity?," Journal of Financial Markets, Elsevier, vol. 16(2), pages 279-307.
    13. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    14. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    15. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    16. Simplice Asongu & Joseph Amankwah-Amoah, 2016. "Military expenditure, terrorism and capital flight: Insights from Africa," Working Papers of the African Governance and Development Institute. 16/018, African Governance and Development Institute..
    17. Efobi, Uchenna & Asongu, Simplice, 2016. "Terrorism and capital flight from Africa," International Economics, Elsevier, vol. 148(C), pages 81-94.
    18. Simplice A. Asongu & John C. Anyanwu & Vanessa S. Tchamyou, 2019. "Technology-driven information sharing and conditional financial development in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 25(4), pages 630-659, October.
    19. Dierkens, Nathalie, 1991. "Information Asymmetry and Equity Issues," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(2), pages 181-199, June.
    20. Lee, Cheng Few & Rahman, Shafiqur, 1990. "Market Timing, Selectivity, and Mutual Fund Performance: An Empirical Investigation," The Journal of Business, University of Chicago Press, vol. 63(2), pages 261-278, April.
    21. Jiang, George J. & Yao, Tong & Yu, Tong, 2007. "Do mutual funds time the market? Evidence from portfolio holdings," Journal of Financial Economics, Elsevier, vol. 86(3), pages 724-758, December.
    22. Simplice Asongu, 2014. "Financial development dynamic thresholds of financial globalization: Evidence from Africa," Journal of Economic Studies, Emerald Group Publishing, vol. 41(2), pages 166-195, March.
    23. Mansor, F. & Bhatti, M.I. & Ariff, M., 2015. "New evidence on the impact of fees on mutual fund performance of two types of funds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 35(C), pages 102-115.
    24. Thierry Kangoye, 2013. "Does aid unpredictability weaken governance? Evidence from developing countries," Post-Print halshs-00843756, HAL.
    25. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    26. Gilbert W. Bassett Jr. & Hsiu-Lang Chen, 2001. "Portfolio style: Return-based attribution using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 293-305.
    27. Thierry Kangoye, 2013. "Does aid unpredictability weaken governance? Evidence from developing countries," The Developing Economies, Institute of Developing Economies, vol. 51(2), pages 121-144, June.
    28. Ferson, Wayne E & Schadt, Rudi W, 1996. "Measuring Fund Strategy and Performance in Changing Economic Conditions," Journal of Finance, American Finance Association, vol. 51(2), pages 425-461, June.
    29. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    30. Kon, Stanley J, 1983. "The Market-Timing Performance of Mutual Fund Managers," The Journal of Business, University of Chicago Press, vol. 56(3), pages 323-347, July.
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    Cited by:

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    More about this item

    Keywords

    Mutual funds; Market timing; Thresholds; Quantile regression;
    All these keywords.

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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