Risks and returns in hedge funds – econometric and austrian economic perspectives
DOI:
https://doi.org/10.52195/pm.v6i1.299Abstract
Hedge funds and funds of hedge funds are some of the preferred ways to access capital market opportunities by institutional investors and high net worth individuals seeking vehicles of absolute return. Risks and returns are difficult to assess because of skewness and kurtosis so that traditional mean and variance analyses are inappropriate. I assess the possible implications of high leverage finance and financial innovations from an Austrian economic viewpoint on the basis of an econometric analysis of hedge fund risk adjusted returns and a historical consideration of asset price shocks in Thailand and Japan.
Key words: Hedge funds, leveraged finance, Austrian economics, monetary policy, risk.
JEL classification: B53, C01, E58, D53.
References
AGARWAL, V. and NAIK, N.Y. (2001): «Performance evaluation of hedge funds with option-based and buy-and-hold strategies», Working Paper, London Business School.
ARROW, K.J. (1965): Aspects of the Theory of Risk-Bearing. Helsinki: Yrjö Hahnsson Foundation.
ARTZNER, P., DELBAEN, F., EBER, J.-M. and HEATH, D. (1997): «Thinking Coherently», Risk Books, pp. 68-71.
—(1999): «Coherent Measures of Risk», Mathematical Finance, 3 (9), 203-28.
BERNANKE, B. and GERTLER, M. (1989): «Agency Costs, Net Worth, and Business Fluctuations», American Economic Review, 79, 14-31.
BRINSON G.P., HOOD, L.R. and BEEBOWER, G.L. (1986): «Determinants of portfolio performance II: an update», Financial Analysts Journal, July-August.
BRINSON G.P., SINGER, B.D. and BEEBOWER, G.L. (1991): «Determinants of portfolio performance II: an update», Financial Analysts Journal, May-June.
CAPRIO G. JR. and KLINGEBIEL, D. (1999): Episodes of Systemic and Borderline Financial Crises, World Bank, mimeo.
KADLEC, G. and PATTERSON, D. (1999): «A Transaction Data Analysis of Nonsynchronous Trading», Review of Financial Studies, vol. 12, pp. 609-30.
KASHYAP, A. and HOSHI, T. (2003): «Japan’s Economic and Financial Crisis: An Overview», Journal of Economic Prospective, Forthcoming Winter 2004.
FUNG, W. and HSIEH, D.A. (1998a): «Price trend following trading strategies: theory and empirical evidence», Working Paper, Foundation of Managed Derivatives Research, September.
—(1998b): «A risk neutral approach to valuing trend following trading strategies», Working Paper, Duke University.
—(2001): «The risk in hedge fund strategies: theory and evidence of trend follower», Review of Financial Studies, vol. 41, pp. 313-41.
GOWER, L. (2000): «Some Structural Causes of Japan’s Banking Problems,» Economic Research Department, Reserve Bank of Australia.
GUTHOFF, A., PFINGSTEN, A. and WOLF, J. (1998): «Der Einfluss einer Begrenzungdes Value at Risk oder des Lower Partial Moment Oneauf die Risikoübernahme», in A. Oehler, ed. Credit Risk und Value-at-Risk Alternativen, Schaffer-Poeschel Verlag, Stuttgart, pp. 111-53.
HUERTA DE SOTO, J. (1998): «The Ongoing Methodenstreit of the Aus-trian School», available at http://www.jesushuertadesoto.com. Reedited in (2008) The Theory of Dinamic Efficiency, London an New York (Routledge).
—(2006): Money, Bank Credit, and Economic Cycles, Auburn, Ala., Ludwig von Mises Institute (2nd edition 2009).
INTERNATIONAL MONETARY FUND (1997): World Economic Outlook, Interim Assessment, December, p. 51.
LEROY, S. (1973): «Risk Aversion and the Martingale Property of Stock Returns», International Economic Review, 14, pp. 436-46.
LHABITANT, FRANCOIS-SERGE and LAPORTE, N. (2006): «Funds of funds of hedge funds: welcome to diworsification», in G. Gregoriou, Ed. Funds of Hedge Funds, Performance, Assessment, Diversification, and Statistical Properties, Elsevier Finance.
LINTNER, J. (1983): «The potential role of managed commodity-financial futures accounts (and/or funds) in portfolios of stocks and bonds». Presentation at the Financial Analysts Federation.
LO, A. and MACKINLAY, C. (1990): «A Non-Random Walk Down Wall Street», Princeton, N.J., Princeton University Press.
LUCAS, R. (1978): «Assets Prices in an Exchange Economy», Econometrica, 46, pp. 1429-46.
MARKOWITZ, H. (1952): «Portfolio Selection», Journal of Finance, vol. 7, pp. 77-91
MARTELLINI, L. and ZIEMANN, V. (2005): «The Benefits of Hedge Funds in Asset Liability Management», working paper, EDHEC Risk and Asset Management Research Centre, Sept. 2005
MISES, L. VON, (1998): «Human Action: A Treatise on Economics,» Auburn, Ala., Ludwig von Mises Institute.
MYAJIMA, H. and YAFEH, Y. (2003): «Japan’s Banking Crisis: Who has the Most to Lose?», RIETI Discussion Paper Series 03-E-010.
PATRIK, H. (1999): «The Causes of Japan’s Financial Crisis», Pacific Economic Papers, 288, The Australia-Japan Research Centre, The Australian National University.
PRATT, J.W. (1964): «Risk Aversion in the Small and in the Large», Econometrica, Vol. 32, pp. 122-36
PRESCOTT, E. and HAYASHI, F. (2002): «The 1990’s in Japan: A Lost Decade» Review of Economic Dynamics 5, 1.
ROCKEFELLAR, R.T. and URYASEV, S. (2000): «Optimization of Conditional Value-at-Risk», Journal of Risk, vol. 2, pp. 21-41
—(2001): «Conditional Value-at-Risk for General Loss Dis-tributions», Research Report 2001-5. ISE Dept. University of Florida.
ROSS, L. (2002): «Risk Exposure and Hedge Funds», Russell Research Commentary, Tacoma, WA.
ROTHBARD, M.N. (1993): «Man, Economy, and State: A Treatise on Economic Principles», 3rd. ed., Auburn, Ala., Ludwig von Mises Institute.
RUBINSTEIN, M. (1976): «The Valuations of Uncertain Income Streams and the Pricing of Options», Bell Journal of Economics, 7, pp. 407-25.
SHARPE, W. (1988): «Determining a Fund’s Effective Asset Mix», Investment Management Review, December, pp. 59-69.
—(1992): «Asset Management: Management Style and Performance Measurement», Journal of Portfolio Management, 18 (2), pp. 7-19.
UNGPRAKORN, P. (1987): «Regulators Under Fire over Siam City Affair» Financial Times, January 1987 p. 25 cited in Herring & Wachter (1999).