Vassilios, Babalos and Guglielmo-Maria, Caporale and Philippas, Nikolaos (2012): Efficiency evaluation of Greek equity funds. Published in: Research in International Business and Finance , Vol. 26, (May 2012): pp. 317-333.
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This study assesses the relative performance of Greek equity funds employing a non-parametric method, namely Data Envelopment Analysis (DEA). Specifically, we evaluate the funds’ total productivity change using the DEA-based Malmquist Index. Our results reveal significant losses in funds’ productivity for the period of 2003–2009, which calls for the attention of domestic policy makers and market regulators. Significant implications for the investors’ fund selection process arise from our analysis since we are able to identify potential sources of operational inefficiencies. Employing a panel logit model we document a significant negative relationship between the probability of being efficient and funds’ size, a finding which may be related to the microstructure of the domestic stock market.Furthermore, we provide evidence against the notion of funds’ mean-variance efficiency.
|Item Type:||MPRA Paper|
|Original Title:||Efficiency evaluation of Greek equity funds|
|English Title:||Efficiency evaluation of Greek equity funds|
|Keywords:||Data envelopment analysis,Operational efficiency,Equity funds DEA-Malmquist productivity index|
|Subjects:||G - Financial Economics > G1 - General Financial Markets > G14 - Information and Market Efficiency ; Event Studies ; Insider Trading
G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets
G - Financial Economics > G2 - Financial Institutions and Services > G23 - Non-bank Financial Institutions ; Financial Instruments ; Institutional Investors
G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages
|Depositing User:||VASSILIOS BABALOS|
|Date Deposited:||09 Apr 2012 23:50|
|Last Modified:||02 Jan 2017 16:00|
Ali, A., Seiford, L., 1990, ‘ Translation invariance in Data Envelopment Analysis’, Operations Research Letters 9, 403–405.
Anderson, R., Brockman, C., Giannikos, C., McLeod, R., 2004, ‘A non-parametric examination of Real Estate mutual fund efficiency’, International Journal of Business and Economics 3, 225–238.
Babalos, V., Kostakis, A., Philippas, N., 2007, ‘Spurious results in testing mutual fund performance persistence: evidence from the Greek market’, Applied Financial Economics Letters 3, 103–108.
Babalos, V., Caporale, G.M., Kostakis, A., Philippas, N., 2008, ‘Testing for persistence in mutual fund performance and the ex-post verification problem: evidence from the Greek market’, European Journal of Finance 14, 735–753.
Babalos, V., Kostakis, A., Philippas, N., 2009, ‘Managing mutual funds or managing expense ratios? Evidence from the Greek fund industry’, Journal of Multinational Financial Management 19, 256–272.
Barber, B.M., Odean, T., Zheng, L., 2005, ‘Out of sight, out of mind: the effect of expenses on mutual fund flows’, Journal of Business 78,2095–2120.
Basso, A., Funari, S., 2001. ‘A data envelopment analysis approach to measure the mutual fund performance’, European Journal of Operational Research 135, 477–492.
Berk, J., Green, R., 2004, ‘Mutual fund flows and performance in rational markets’, Journal of Political Economy 112, 1269–1295.
Bollen, N.P.B., Busse, J.A., 2005, ‘ Short term persistence in mutual fund performance’, Review of Financial Studies 18, 569–597.
Carhart, M., 1997, ‘On persistence in mutual fund performance’, Journal of Finance 52, 52–82.
Caves, D.W., Christensen, L.R., Diewert, W.E., 1982a, ‘Multilateral comparisons of output, input and productivity using superlative index numbers’, Economic Journal, Journal of Royal Economic Society 92, 73–86.
Caves, D.W., Christensen, L.R., Diewert, W.E., 1982b, ‘The economic theory of index numbers and the measurement of input, output and productivity’, Econometrica 50, 1393–1414.
Charnes, A., Cooper, W., Rhodes, E., 1978, ‘Measuring the efficiency of decision making units’, European Journal of Operational Research 2, 429–444.
Charnes, A., Cooper, W., Lewin, A.Y., Seiford, L.M., 1994, ‘ Data Envelopment Analysis: Theory, Methodology and Application’, Kluwer Academic Press, Boston.
Chen, J., Hong, H., Huang, M., Kubik, J., 2004, ‘Does fund size erode performance? The role of liquidity and organization’, American Economic Review 94, 1276–1302.
Chevallier, J., Ellison, G., 1997, ‘Risk taking by mutual funds as a response to incentives’, Journal of Political Economy 105, 1167–1200.
Coelli, T.J., Rao, P., Battese, G.E., 1998 , ‘An Introduction to Efficiency and Productivity Analysis’, Kluwer Academic Press.
Cortez, R., Paxson, M., Rocha, D.A.M.J., 1999, ‘Persistence in Portuguese mutual fund performance’, European Journal of Finance 5, 342–365.
Daraio, C., Simar, L., 2006, ‘A robust nonparametric approach to evaluate and explain the performance of mutual funds’, European Journal of Operational Research 175, 516–542.
Fama, E.F., French, K.R., 1993, ‘ Common risk factors in the returns on bonds and stocks’, Journal of Financial Economics 33, 3–53.
Fama, E.F., French, K.R., 1996, ‘ Multifactor explanations of asset pricing anomalies’, Journal of Finance 51, 55–84.
Fama, E., French, K., 2010, ‘Luck versus skill in the cross section of mutual fund returns’, Journal of Finance 65, 1725–1754.
Fare, R., Grosskopf, S., Lindgren, B., Ross, P., 1992, ‘ Productivity changes in Swedish pharmacies 1980-1989: a non-parametric Malmquist approach’, Journal of Productivity Analysis 3, 85–102.
Ferruz, L., Sarto, J.L., Andreu, L., 2007, ‘ A comparison between German and Spanish equity fund markets’ , Journal of Asset Management 8, 147–151.
Fletcher, J., Forbes, D., 2002, ‘ An exploration of the persistence of UK unit trust performance’, Journal of Empirical Finance 9, 475–493.
Galagadera, U.A., Silvapulle, P., 2002, ‘Australian mutual fund performance appraisal using data envelopment analysis’, Managerial Finance 28, 60–73.
Garcia, M.T.M., 2010, ‘Efficiency evaluation of the Portuguese pension funds management companies’, Journal of International Financial Markets, Institutions & Money 20, 259–266.
Grinblatt, M., Titman, S., 1989, ‘ Mutual fund performance: an analysis of quarterly portfolio holdings’, Journal of Business 62, 393–416.
Grinblatt, M., Titman, S., 1992 , ‘ The persistence of mutual fund performance’, Journal of Finance 47, 1977–1984.
Grossman, S., Stiglitz, S., 1980, ‘ On the impossibility of informational efficient markets.’, American Economic Review 70, 393–408.
Gruber, M.J., 1996, ‘ Another puzzle: the growth in actively managed mutual funds’, Journal of Finance 51, 783–810.
Huang, M.Y., Lin, J.B., 2011, ‘ Do ETFs provide effective international diversification?’, Research in International Business & Finance 25, 335–344.
Ippolito, R.A., 1989, ‘Efficiency with costly information: a study of mutual fund performance 1965–1984’, Quarterly Journal of Economics 104, 1–22.
Jegadeesh, N., Titman, S., 1993, ‘ Returns to buying winners and selling losers: implications for stock market efficiency’, Journal of Finance 48, 65–91.
Jensen, M., 1968, ‘The performance of mutual funds in the period 1945–64’, Journal of Finance 3, 389–416.
Lehman, B., Modest, D., 1987, ‘Mutual fund performance evaluation: a comparison of benchmarks and benchmark comparisons’, Journal of Finance 42, 233–326.
Lintner, J., 1965, ‘ The valuation of risky assets and the selection of risky investments in stock portfolios and capital budgets’, Review of Economics & Statistics 47, 13–37.
Lozano, S., Gutierez, E., 2008, ‘Data envelopment analysis of mutual funds based on second-order stochastic dominance’, European Journal of Operational Research 189, 230–244.
Malkiel, B., 1995, ‘ Returns from investing in equity mutual funds 1971–1991’, Journal of Finance 549–572.
Malmquist, S., 1953, ‘Index numbers and indifference surfaces’, Trabajos Estatistica 4, 209–242.
Markowitz, H., 1952, ‘Portfolio selection’, Journal of Finance 7, 77–91.
Murthi, B.P.S., Choi, Y.K., Desai, P., 1997, ‘Efficiency of mutual funds and portfolio performance measurement: a non-parametric approach’, European Journal of Operational Research 98, 408–418.
Murthi, B.P.S., Choi, Y., 2001, ‘ Relative performance evaluation of mutual funds: a non-parametric approach’, Journal of Business Finance & Accounting 28, 853–876.
Otten, R., Bams, D., 2002, ‘ European mutual fund performance’, European Financial Management 8, 75–101.
Perold, A., Salomon, R., 1991, ‘ The right amount of assets under management’, Financial Analysts Journal 47, 31–39.
Prather, L., Bertin, W.J., Henker, T., 2004, ‘ Mutual fund characteristics, managerial attributes, and fund performance’, Review of Financial Economics 13, 305–326.
Romacho, J.C., Cortez, M.C., 2006, ‘ Timing and selectivity in Portuguese mutual fund performance’,Research in International Business & Finance 20, 348–368.
Roll, R., 1977,’ A critique of the asset pricing theory’s tests: Part I: On past and potential testability of the theory’, Journal of Financial Economics, 129–176.
Sengupta, J., 2003, ‘Efficiency tests for mutual fund portfolios’, Applied Financial Economics 13, 869–876.
Sharpe, W.F., 1966. Mutual fund performance. Journal of Business. 39, 119–138.
Sharpe, W.F., 1964. Capital asset prices: a theory of market equilibrium under conditions of risk. Journal of Finance 19, 425–442.
Tobin, J., 1958, ‘Liquidity preference as behavior towards risk’, Review of Economic Studies 25, 65–86.
Treynor, J., 1965, ‘How to rate management of investment funds’, Harvard Business Review., 63–75.