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Monte Carlo analysis of methods for extracting risk-neutral densities with affine jump diffusionsLu, Shan 31 July 2019 (has links)
Yes / This paper compares several widely-used and recently-developed methods to extract
risk-neutral densities (RND) from option prices in terms of estimation accuracy. It
shows that positive convolution approximation method consistently yields the most
accurate RND estimates, and is insensitive to the discreteness of option prices. RND
methods are less likely to produce accurate RND estimates when the underlying process
incorporates jumps and when estimations are performed on sparse data, especially for
short time-to-maturities, though sensitivity to the discreteness of the data differs across
different methods.
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