Abstract
This paper presents an empirical analysis of the survival of mutual funds in Spain. The methodology used, Self-Organizing Maps, allows us to group mutual funds in survivor and non-survivor groups. The similarities and differences between the main features in each group determine the variables that explain the capacity of survival of the analysed funds. The results indicate that the variables that affect the disappearance of mutual funds are size, age, performance, volatility and the fees charged.
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References
Blake, D., Timmermann, A.: Mutual fund performance: evidence from the UK. Eur. Finan. Rev. 2, 57–77 (1998)
Rohleder, M., Scholz, H., Wilkens, M.: Survivorship bias and mutual fund performance: relevance, significance, and methodical differences. Rev. Finan. 15, 441–474 (2011)
Lunde, A., Timmermann, A., Blake, D.: The hazards of mutual fund underperformance: a cox regression analysis. J. Empirical Finance 6, 121–152 (1999)
Brown, S., Goetzmann, W.: Performance persistence. J. Finan. 50, 679–698 (1995)
Carhart, M.: On persistence in mutual fund performance. J. Finance 52, 57–82 (1997)
Elton, E.J., Gruber, M.J.: Survivorship bias and mutual fund performance. Rev. Financ. Stud. 9, 1097–1120 (1996)
Jayaraman, N., Khorana, A., Nelling, E.: An analysis of the determinants and shareholder wealth effects of mutual fund mergers. J. Finan. 57, 1521–1551 (2002)
Carhart, M., Carpenter, J., Lynch, A., Musto, D.: Mutual fund survivorship. Rev. Financ. Stud. 15, 1439–1463 (2002)
Cameron, A., Hall, A.: A survival analysis of Australian equity mutual funds. Aust. J. Manag. 28, 209–226 (2003)
Zhao, X.: Exit decisions in the U.S. mutual fund industry. J. Bus. 78, 1365–1402 (2005)
Ding, B.: Mutual fund mergers: a long-term analysis. http://ssrn.com/abstract=912927. (2006), Working Paper SSRN
Bris, A., Gulen, H., Kadiyala, P., Raghavendra, R.: Good stewards, cheap talkers, or family men? The impact of mutual fund closures on fund managers, flows, fees and performance. Rev. Financ. Stud. 20, 953–982 (2007)
Andreu, L., Sarto, J.: Financial consequences of mutual fund mergers. Eur. J. Finan. 1–22 (2013)
Filip, D.: Survivorship bias and performance of mutual funds in hungary. Periodica Polytech. Soc. Manag. Sci. 22, 47–56 (2014)
Boubakri, N., Karoui, A., Kooli, M.: Performance and survival of mutual fund mergers: evidence from frequent and infrequent acquirers. Working Paper (2012). doi:10.2139/ssrn.2139430
Ter Horst, J., Nijman, T., Verbeek, M.: Eliminating look-ahead bias in evaluating persistence in mutual fund performance. J. Empirical Finan. 8, 345–373 (2001)
Adkisson, J., Fraser, D.: Reading the stars: age bias in the morningstar ratings. Financ. Anal. J. 59, 24–27 (2003)
Cogneau, P., Hübner, G.: The prediction of fund failure through performance diagnostics. J. Bank. Finance 50, 224–241 (2015)
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Terceño, A., Fabregat-Aibar, L., Sorrosal-Forradellas, M., Barberà-Mariné, M. (2016). Mutual Funds Survival in Spain Using Self-Organizing Maps. In: León, R., Muñoz-Torres, M., Moneva, J. (eds) Modeling and Simulation in Engineering, Economics and Management. MS 2016. Lecture Notes in Business Information Processing, vol 254. Springer, Cham. https://doi.org/10.1007/978-3-319-40506-3_7
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DOI: https://doi.org/10.1007/978-3-319-40506-3_7
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