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SHORT‐MATURITY OPTIONS AND JUMP MEMORY
Authors:Tom Arnold  Jimmy E Hilliard  Adam Schwartz
Abstract:We investigate jump memory using an extensive database of short‐term S&P 500 index options. Jump memory refers to the attenuation of the implied jump intensity and magnitude parameters following a crash event. We use a genetic algorithm to obtain a time series of implied parameter estimates and posit behavioral and rational explanations for parameter attenuation following a crash event. We find that a nested form of the jump‐diffusion model sharpens the remaining parameter estimates and has a negligible effect on pricing accuracy.
Keywords:G13
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