Some Further Results on the Tempered Multistable Approach
Olivier Le Courtois
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Olivier Le Courtois: EM - EMLyon Business School
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Abstract:
This article provides new results on the tempered multistable approach. After a preliminary section recalling the main definitions, we show the correspondence between a series representation and a characteristic function representation for asymmetrical field-based tempered multistable processes and for asymmetrical independent increments tempered multistable processes. We also show that both processes are semimartingales, which is a convenient property in finance. Next, we study the structure of autocorrelations that is conveyed by this approach. Finally, we provide an illustration showing the term structures of Value-at-Risk that can be obtained with this model.
Keywords: Tempered multistable process; Non-stationarity; Dependence; Asymmetry; Kurtosis; VaR; Characteristic function (search for similar items in EconPapers)
Date: 2018-06-01
Note: View the original document on HAL open archive server: https://hal.science/hal-02312142v1
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Published in Asia Pacific Financial Markets, 2018, 25 (2), 87-109 p. ⟨10.1007/s10690-018-9240-y⟩
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Persistent link: https://EconPapers.repec.org/RePEc:hal:journl:hal-02312142
DOI: 10.1007/s10690-018-9240-y
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