Estimating the performance attributes of Australian multi-sector managed funds within a dynamic Kalman filter framework
AbstractThis paper examines the impact of Kalman filtering as a technique for modeling the risk levels of managed funds. Using a sample of Australian Multi-sector trusts we examine selectivity and market timing performance using conventional performance models alongside Kalman filter models that allow beta to vary via a random walk. Further, we consider the stability and asymmetry of these performance measures together with a measure of volatility timing arising from a cubic model of fund performance. We find that the positive selectivity (negative market timing) that stems from the conventional models is not present with the Kalman filter model. The Kalman filter model tends to show neutral performance for both. However, both models confirm a strong tendency toward negative volatility timing.
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Bibliographic InfoArticle provided by Elsevier in its journal International Review of Financial Analysis.
Volume (Year): 17 (2008)
Issue (Month): 5 (December)
Contact details of provider:
Web page: http://www.elsevier.com/locate/inca/620166
Performance evaluation Managed funds Kalman filtering;
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- Laurens Swinkels & Pieter Van Der Sluis, 2006.
"Return-based style analysis with time-varying exposures,"
The European Journal of Finance,
Taylor & Francis Journals, vol. 12(6-7), pages 529-552.
- Swinkels, L.A.P. & Sluis, P.J. van der, 2001. "Return-Based Style Analysis with Time-Varying Exposures," Discussion Paper 2001-96, Tilburg University, Center for Economic Research.
- Laurens Swinkels, Pieter Jelle VanDerSluis, 2001. "Return-based Style Analysis with Time-varying Exposures," Computing in Economics and Finance 2001 125, Society for Computational Economics.
- Harry Mamaysky & Matthew Spiegel & Hong Zhang, 2007. "Improved Forecasting of Mutual Fund Alphas and Betas," Review of Finance, European Finance Association, vol. 11(3), pages 359-400.
- David R. Gallagher & Matt Pinnuck, 2006. "Seasonality in Fund Performance: An Examination of the Portfolio Holdings and Trades of Investment Managers," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7-8), pages 1240-1266.
- Volkman, David A, 1999. "Market Volatility and Perverse Timing Performance of Mutual Fund Managers," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 22(4), pages 449-70, Winter.
- Jeff Fleming, 2001. "The Economic Value of Volatility Timing," Journal of Finance, American Finance Association, vol. 56(1), pages 329-352, 02.
- 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.
- Malkiel, Burton G, 1995. " Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-72, June.
- Jagannathan, Ravi & Wang, Zhenyu, 1996.
" The Conditional CAPM and the Cross-Section of Expected Returns,"
Journal of Finance,
American Finance Association, vol. 51(1), pages 3-53, March.
- Ravi Jagannathan & Zhenyu Wang, 1996. "The conditional CAPM and the cross-section of expected returns," Staff Report 208, Federal Reserve Bank of Minneapolis.
- Markus K. Brunnermeier & Stefan Nagel, 2004. "Hedge Funds and the Technology Bubble," Journal of Finance, American Finance Association, vol. 59(5), pages 2013-2040, October.
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics,
Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- John T. Scruggs, 1998. "Resolving the Puzzling Intertemporal Relation between the Market Risk Premium and Conditional Market Variance: A Two-Factor Approach," Journal of Finance, American Finance Association, vol. 53(2), pages 575-603, 04.
- Jonathan Fletcher & David N. Forbes, 2004. "Performance Evaluation Of U.K. Unit Trusts Within The Stochastic Discount Factor Framework," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 27(2), pages 289-306.
- Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-41.
- Patro, Dilip Kumar, 2001. "Measuring performance of international closed-end funds," Journal of Banking & Finance, Elsevier, vol. 25(9), pages 1741-1767, September.
- Harry Mamaysky & Matthew Spiegel & Hong Zhang, 2008. "Estimating the Dynamics of Mutual Fund Alphas and Betas," Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 233-264, January.
- Sawicki, Julia & Ong, Fred, 2000. "Evaluating managed fund performance using conditional measures: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 8(3-4), pages 505-528, July.
- Black, A. & Fraser, P. & Power, D., 1992.
"UK unit trust performance 1980-1989: A passive time-varying approach,"
Journal of Banking & Finance,
Elsevier, vol. 16(5), pages 1015-1033, September.
- A Black & P Fraser & D Power, . "Uk Unit Trust Performance 1980-1989: A Passive Time-Varying Approach," Dundee Discussion Papers in Economics 023, Economic Studies, University of Dundee.
- Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, 06.
- 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 425-61, June.
- 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 261-78, April.
- Bangassa, Kenbata & Su, Chen & Joseph, Nathan L., 2012. "Selectivity and timing performance of UK investment trusts," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(5), pages 1149-1175.
- Ortas, Eduardo & Moneva, José M. & Salvador, Manuel, 2012. "Does socially responsible investment equity indexes in emerging markets pay off? Evidence from Brazil," Emerging Markets Review, Elsevier, vol. 13(4), pages 581-597.
- Mamatzakis, E & Babalos, Vassilios & filipas, n, 2013. "Fund Performance Evaluation in Greece Revisited: Evidence from the Impact of Operational Attributes," MPRA Paper 51640, University Library of Munich, Germany.
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