Confidence sets in nonparametric calibration of exponential Lévy models

Details Confidence sets in nonparametric calibration of exponential Lévy models Confidence sets in nonparametric calibration of exponential Lévy models

2012-02-29

arxiv.org/abs/1202.6611v1

Economy

Quantitative Finance

Statistical Finance

44 pages, 1 figure

Scientific paper

Confidence intervals and joint confidence sets are constructed for the nonparametric calibration of exponential L\'evy models based on prices of European options. This is done by showing joint asymptotic normality for the estimation of the volatility, the drift, the intensity and the L\'evy density at finitely many points in the spectral calibration method. Furthermore, the asymptotic normality result leads to a test on the value of the volatility in exponential L\'evy models.

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