Optimal Hedge Ratio estimation: GARCH (1,1) approach, a new model
DOI:
https://doi.org/10.29105/rinn3.6-5Keywords:
GARCH (1, 1), hedge Ratio estimationAbstract
An estimation of the Optimal Hedge Ratio on future markets is developed. The methodology incorporates forecasting the volatility and correlation of the spot and future prices using a GARCH (1,1) model, and under these estimations compute the optimal hedge ratio. This document shows a clear example of the methodology, using gold futures to hedge the risk exposure.
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References
Bell, D. E. & W. S. Krasker. 1986. Estimating Hedge Ratios. Financial management, 15: 34-39.
Benninga, S., R. Eldor & I. Zilcha. 1983. Optimal Hedging in the futures market under Price uncertainty. Economics Letters, 13: 141-145.
Bollerslev, T. 1986. Generalized autoregressive conditional heteroscedasticity. Journal of Econometrics, 31: 307-327.
Carter, C. & R. Loyns. 1985. Hedging feedlot cattle: a canadian perspective. American Journal of Economics, 67: 32-39.
Castelino, M. 1992. Hedge effectiveness: basis risk and minimum-variance hedging. Journal of Future Markets, 12: 187-201.
Danielsson, J. 1998. Multivariate stochastic volatility models. Journal of Empirical Finance, 5: 155-173.
Heynen, R. & H. Kat. 1994. Volatility Prediction: a comparison of the stochastic volatility, GARCH (1, 1), and EGARCH (1, 1) models. Journal of Derivatives, 2: 50-65.
Hull, J. 2002. Options Futures and other Derivatives.
Myers, R. & R. Stanley. 1989. Generalized optima Hedge Ration estimation. American Journal of Economics, 71: 858-868.
Nelson, D. 1990. Conditional heteroscedasticity and asset returns: a new approach. Econometrika, 59: 347-370.
Risk Metric. 1996. Technical document, J. P. Morgan.
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