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Some Further Results on the Tempered Multistable Approach
Journal article   Peer reviewed

Some Further Results on the Tempered Multistable Approach

Olivier Le Courtois
Asia-Pacific Financial Markets, Vol.25(2), pp.87-109
01/06/2018

Abstract

Tempered multistable process Non-stationarity Dependence Asymmetry Kurtosis VaR Characteristic function
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.
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APFM_LeCourtois_201806
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url
https://doi.org/10.1007/s10690-018-9240-yView
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Citation topics
9 Mathematics
9.143 Dynamical Systems & Time Dependence
9.143.674 Chaotic Time Series
Web of Science research areas
Economics
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