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Spectral calibration of exponential Lévy Models [1]

Denis Belomestny and Markus Reiss

No 2006-034, SFB 649 Discussion Papers from Humboldt University Berlin, Collaborative Research Center 649: Economic Risk

Abstract: We investigate the problem of calibrating an exponential Lévy model based on market prices of vanilla options. We show that this inverse problem is in general severely ill-posed and we derive exact minimax rates of convergence. The estimation procedure we propose is based on the explicit inversion of option price formula in the spectral domain and a cut-off scheme for high frequencies as regularisation.

Keywords: European option; jump diffusion; minimax rates; severely ill-posed; nonlinear inverse problem; spectral cut-off (search for similar items in EconPapers)
JEL-codes: C14 G13 (search for similar items in EconPapers)
Date: 2006
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Citations: View citations in EconPapers (7)

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