Guo, Xu and Lien, Donald and Wong, Wing-Keung (2015): Good Approximation of Exponential Utility Function for Optimal Futures Hedging.
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Abstract
To get optimal production and hedging decision with normal random variables, Lien (2008) compares the exponential utility function with its second order approximation. In this paper, we first extend the theory further by comparing the exponential utility function with a n-order approximation for any integer n. We then propose an approach with illustration how to get the least n one could choose to get a good approximation.
Item Type: | MPRA Paper |
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Original Title: | Good Approximation of Exponential Utility Function for Optimal Futures Hedging |
Language: | English |
Keywords: | Exponential utility, optimal production, hedging, approximation |
Subjects: | C - Mathematical and Quantitative Methods > C0 - General D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D81 - Criteria for Decision-Making under Risk and Uncertainty G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions |
Item ID: | 66841 |
Depositing User: | Wing-Keung Wong |
Date Deposited: | 23 Sep 2015 13:39 |
Last Modified: | 26 Sep 2019 17:19 |
References: | [1] Feldstein, M. S., 1969, Mean-Variance Analysis in the Theory of Liquidity Preference and Portfolio Selection, Review of Economic Studies, 36,5-12. [2] Gilbert, S., S.K. Jones, and G.H. Morris. (2006). The impact of skewness in the hedging decision. Journal of Futures Markets, 26, 50320. [3] Hlawitschka, W., 1994, The Empirical Nature of Taylor-Series Approximations to Expected Utility, American Economic Review, 84, 713-71. [4] Kroll, Y., H. Levy, and H. M. Markowitz, 1984, Mean-Variance Versus Direct Utility Maximization, Journal of Finance, 39, 47-75. [5] Levy, H., and H. M. Markowitz, 1979, Approximating Expected Utility by a Function of Mean and Variance, American Economic Review, 69,308-317. [6] Lien, D. (2008). Optimal futures hedging: Quadratic versus exponential utility functions. Journal of Futures Markets, 28, 208211. [7] Pulley, L.B. (1981). A General Mean-Variance Approximation to Expected Utility for Short Holding Periods, Journal of Financial and Quantitative Analysis, 16, 361373. [8] Tsiang, S. C. (1972). The rationale of the meanstandard deviation analysis, skewness preference, and the demand for money. American Economic Review, 62, 354371. [9] Samuelson, P. A., 1970, The Fundamental Approximation Theorem of Portfolio Analysis in Terms of Means, Variances and Moments, Review of Economic Studies, 37, 537-542. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/66841 |