Hedge fund index-engineering methodologies: a comparison and demonstration

References

• Ackermann, C., R. McEnally, and D. Ravenscraft. 1999. “The Performance of Hedge Funds: Risk, Return, and Incentives.” The Journal of Finance 54 (2): 833–874. doi:10.1111/0022-1082.00129.
   Web of Science ®Google Scholar
• Agarwal, V., N. Daniel, and N. Naik. 2004. Flows, Performance, and Managerial Incentives in Hedge Funds, Working Paper, [Online]. Accessed 18 July 2015. Available at http://papers.ssrn.com/sol3/papers.cfm?abstract_id=424369&download=yes
   Google Scholar
• Agarwal, V., and N. Naik. 2000. “On Taking the Alternative Route: Risks, Rewards, and Performance Persistence of Hedge Funds.” Journal of Alternative Investments 2 (4): 6–23. doi:10.3905/jai.2000.318973.
   Google Scholar
• Amenc, N., and L. Martellini (2003). The Alpha and Omega of Hedge Fund Performance Measurement, [Online]. Available at http://www.edhec-risk.com/events/EDHEC_Events/Event.2004-12-09.1402/attachments/alpha%20and%20omega.pdf [Accessed 01 October 2015].
   Google Scholar
• Ammann, M., and P. Moerth. 2005. “Impact of Fund Size on Hedge Fund Performance.” Journal of Asset Management 6 (3): 219–238. doi:10.1057/palgrave.jam.2240177.
   Google Scholar
• Bali, T., S. Brown, and M. Caglayan. 2011. “Do Hedge Funds’ Exposures to Risk Factors Predict Their Future Returns?” Journal of Financial Economics 101 (1): 36–68. doi:10.1016/j.jfineco.2011.02.008.
   Web of Science ®Google Scholar
• Bares, P.-A., R. Gibson, and S. Gyger. 2003. “Performance in the Hedge Funds Industry: An Analysis of Short-And Long-Term Persistence.” The Journal of Alternative Investments 6 (3): 25–41. doi:10.3905/jai.2003.319097.
   Google Scholar
• Brittain, W. H. 2001. “Hedge Funds and the Institutional Investor.” Journal of International Financial Management and Accounting 12 (2): 225–234. doi:10.1111/jifm.2001.12.issue-2.
   Google Scholar
• Brooks, C., and H. Kat. 2002. “The Statistical Properties of Hedge Fund Index Returns and Their Implications for Investors.” The Journal of Alternatives Investments 5 (2): 26–44. doi:10.3905/jai.2002.319053.
   Google Scholar
• Capocci, D., and G. Hubner. 2004. “Analysis of Hedge Fund Performance.” Journal of Empirical Finance 11 (1): 55–89. doi:10.1016/j.jempfin.2002.12.002.
   Google Scholar
• Das, N. (2003). Development of an Analytical Framework for Hedge Fund Investment, Working Paper, [Online]. Available at http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.198.2161&rep=rep1&type=pdf [Accessed 18 July 2015].
   Google Scholar
• Fung, W., and D. Hsieh. 2002. “Hedge-Fund Benchmarks: Information Context and Biases.” Financial Analysts Journal 58 (1): 22–34. doi:10.2469/faj.v58.n1.2507.
   Web of Science ®Google Scholar
• Getmansky, M. (2004). The Life Cycle of Hedge Funds: Fund Flows, Size and Performance, Working Paper, [Online]. Available at http://web.mit.edu/mgetman/www/Files/JobMarket_Mila_Getmansky.pdf [Accesses 14 July 2015].
   Google Scholar
• Harri, A., and B. Brorsen. 2004. “Performance Persistence and the Source of Returns for Hedge Funds.” Applied Financial Economics 14 (2): 131–141. doi:10.1080/0960310042000176407.
   Google Scholar
• Hedge Fund Research (2012). HFRX Hedge Funds Indices Methodology, [Online]. Available at https://www.hedgefundresearch.com/pdf/HFRX_formulaic_methodology.pdf [Accessed 18 January 2013].
   Google Scholar
• Jawadi, F., and S. Khanniche. 2012. “Modeling Hedge Fund Exposure to Risk Factors.” Economic Modeling 29 (4): 1003–1018. doi:10.1016/j.econmod.2012.02.003.
   Web of Science ®Google Scholar
• Joenvaara, J., R. Kosowski, and P. Tolonen (2012). New ‘Stylized Facts’ about Hedge Funds and Database Selection Bias, Working Paper, [Online]. Available at http://www.efmaefm.org/0EFMAMEETINGS/EFMA%20ANNUAL%20MEETINGS/2013-Reading/papers/EFMA2013_0410_fullpaper.pdf [Accessed 27 July 2015.]
   Google Scholar
• Kosowski, R., N. Naik, and M. Teo. 2007. “Do Hedge Funds Deliver Alpha? A Bayesian and Bootstrap Analysis.” Journal of Financial Economics 84 (1): 229–264. doi:10.1016/j.jfineco.2005.12.009.
   Web of Science ®Google Scholar
• Meligkotsidou, L., and I. Vrontos. 2014. “Detecting Structural Breaks in Multivariate Financial Time Series: Evidence from Hedge Fund Investment Strategies.” Journal of Statistical Computation and Simulation 84 (5): 1115–1135. doi:10.1080/00949655.2012.740671.
   Web of Science ®Google Scholar
• Patel, S., P. Roffman, and J. Meziani. 2003. “Standard & Poor’s Hedge Fund Index: Structure, Methodology, Definitions, and Practices.” The Journal of Alternative Investments 6 (2): 59–82. doi:10.3905/jai.2003.319092.
   Google Scholar
• Patton, A., and T. Ramadorai. 2013. “On the High-Frequency Dynamics of Hedge Fund Risk Exposures.” The Journal of Finance 68 (2): 597–635. doi:10.1111/jofi.12008.
   Web of Science ®Google Scholar
• Schneeweis, T., H. Kazemi, and G. Martin. 2002. “Understanding Hedge Fund Performance: Research Issues Revisited – Part I.” The Journal of Alternative Investments 5 (3): 6–22. doi:10.3905/jai.2002.319061.
   Google Scholar
• Ward, J. H. 1963. “Hierarchical Grouping to Optimize an Objective Function.” Journal of the American Statistical Association 58 (301): 236–244. doi:10.1080/01621459.1963.10500845.
   Web of Science ®Google Scholar