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Assessing the effectiveness of local and global quadratic hedging under GARCH models

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Local and global quadratic hedging are alternatives to delta hedging that more appropriately address the hedging problem in incomplete markets. The objective of this article is to investigate and contrast… Click to show full abstract

Local and global quadratic hedging are alternatives to delta hedging that more appropriately address the hedging problem in incomplete markets. The objective of this article is to investigate and contrast the effectiveness of these strategies under GARCH models, both experimentally and empirically. Our analysis centers on three important practical issues: (i) the value added of global over local quadratic hedging, (ii) the importance of the choice of measure (real-world or risk-neutral) when implementing quadratic hedging, and (iii) the robustness of quadratic hedging to model mis-specification. We find that a global approach to quadratic hedging significantly reduces the risk of hedging derivatives with long-term maturities (one year or more), provided that it is implemented under the real-world probability measure. Global quadratic hedging should therefore be advocated when hedging LEAPS and other long-term derivatives such as market-linked certificates of deposit.

Keywords: assessing effectiveness; global quadratic; quadratic hedging; hedging; local global; garch models

Journal Title: Quantitative Finance
Year Published: 2017

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