An analysis of the risk in discretely rebalanced option hedges and delta-based techniques

An analysis of the risk in discretely rebalanced option hedges and delta-based techniques

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Article ID: iaor199538
Country: United States
Volume: 40
Issue: 6
Start Page Number: 798
End Page Number: 808
Publication Date: Jun 1994
Journal: Management Science
Authors: ,
Keywords: financial, finance & banking, statistics: decision
Abstract:

The stochastic properties of discretely rebalanced option hedges have been studied extensively beginning with Black and Scholes. In each analysis hedges were ‘delta-neutral’ after rebalancing. The author argue that the distributional properties of discretely rebalanced hedges are such that delta-based hedging is not the variance minimizing strategy. This paper obtains analytical expressions for the variance minimizing option hedge ratios. The authors also evaluate the hedge variance to assess the magnitude of the variance reduction over delta-based hedges. For representative parameter values, they show that systematic departures from delta-based hedges can yield significant reductions in hedge variance even for one day rebalancing intervals.

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