The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract

Throughout research literature on hedging with futures, a number of techniques to estimate the optimal hedge ratio that minimizes volatility of the hedged portfolio returns have been proposed. While these techniques hold theoretical appeal, there has not consistent evidence of which the most appropr...

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Main Author: Nguyen, Thi Mai Hanh
Format: Dissertation (University of Nottingham only)
Language:English
Published: 2014
Online Access:https://eprints.nottingham.ac.uk/27300/
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author Nguyen, Thi Mai Hanh
author_facet Nguyen, Thi Mai Hanh
author_sort Nguyen, Thi Mai Hanh
building Nottingham Research Data Repository
collection Online Access
description Throughout research literature on hedging with futures, a number of techniques to estimate the optimal hedge ratio that minimizes volatility of the hedged portfolio returns have been proposed. While these techniques hold theoretical appeal, there has not consistent evidence of which the most appropriate hedging technique is. This study, using the futures contract on the Taiwan’s TAIEX total returns index, provides an empirical comparison of three different econometric techniques. Specifically, the conventional OLS regression model, the VECM, and the bivariate DCC-GARCH model are estimated, performance of which are compared among each other and with the naïve hedge to determine the best hedging strategy. Hedging effectiveness is evaluated in terms of in-sample and out-of-sample returns variance minimization, under three short-term hedging horizons. This study concludes that despite simplicity in estimation, the constant hedge ratio estimated by the OLS regression is the most reliable and effective hedging strategy for TAIEX index short-term investors. Nevertheless, under the highly volatile market condition experienced during the global financial crisis 2008-2009, a dynamic hedging strategy is favored.
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spelling nottingham-273002017-10-19T21:53:49Z https://eprints.nottingham.ac.uk/27300/ The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract Nguyen, Thi Mai Hanh Throughout research literature on hedging with futures, a number of techniques to estimate the optimal hedge ratio that minimizes volatility of the hedged portfolio returns have been proposed. While these techniques hold theoretical appeal, there has not consistent evidence of which the most appropriate hedging technique is. This study, using the futures contract on the Taiwan’s TAIEX total returns index, provides an empirical comparison of three different econometric techniques. Specifically, the conventional OLS regression model, the VECM, and the bivariate DCC-GARCH model are estimated, performance of which are compared among each other and with the naïve hedge to determine the best hedging strategy. Hedging effectiveness is evaluated in terms of in-sample and out-of-sample returns variance minimization, under three short-term hedging horizons. This study concludes that despite simplicity in estimation, the constant hedge ratio estimated by the OLS regression is the most reliable and effective hedging strategy for TAIEX index short-term investors. Nevertheless, under the highly volatile market condition experienced during the global financial crisis 2008-2009, a dynamic hedging strategy is favored. 2014-12 Dissertation (University of Nottingham only) NonPeerReviewed application/pdf en https://eprints.nottingham.ac.uk/27300/1/FINAL_DISSERT_PRINT.pdf Nguyen, Thi Mai Hanh (2014) The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract. [Dissertation (University of Nottingham only)] (Unpublished)
spellingShingle Nguyen, Thi Mai Hanh
The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title_full The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title_fullStr The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title_full_unstemmed The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title_short The optimal hedge ratio and hedging effectiveness of stock index futures An empirical study of TAIEX index futures contract
title_sort optimal hedge ratio and hedging effectiveness of stock index futures an empirical study of taiex index futures contract
url https://eprints.nottingham.ac.uk/27300/