Computing the probability density function of the stable Paretian distribution |
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Authors: | S. Mittnik T. DoganogluD. Chenyao |
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Affiliation: | Institute of Statistics and Econometrics Christian Albrechts University at Kiel Olshausenstr. 40, D-24098 Kiel, Germany;Equities Department, New York Stock Exchange 11 Wall Street, New York, NY 10005, U.S.A. |
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Abstract: | The practical implementation of a stable Paretian model is a nontrivial task, because—with the exception of a few special cases—its probability density function cannot be expressed analytically. Here, we present an algorithm for calculating the probability density function of the asymmetric stable Paretian distribution. Due to the use of the Fast Fourier Transform, the algorithm is computationally efficient, easily implemented, and of similar accuracy as existing algorithms. |
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Keywords: | Density approximation Heavy-tailed data Fast Fourier transform Financial modeling |
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