Multifractality and long memory of a financial index
In this paper we will try to assess the multifractality displayed by the high-frequency returns of Madrid’s Stock Exchange Ibex35 index. A Multifractal Detrended Fluctuation Analysis shows that this index has a wide singularity spectrum which is most likely caused by its long-memory. Our findings al...
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Veröffentlicht in: | Physica A 2014-01, Vol.394, p.226-234 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In this paper we will try to assess the multifractality displayed by the high-frequency returns of Madrid’s Stock Exchange Ibex35 index. A Multifractal Detrended Fluctuation Analysis shows that this index has a wide singularity spectrum which is most likely caused by its long-memory. Our findings also show that this long-memory can be considered as the superposition of a high-frequency component–related to the daily cycles of arrival of information to the market–over a slowly-varying component that reverberates for long periods of time and which shows no apparent relation with human/economic cycles. This latter component is therefore postulated to be endogenous to market’s dynamics and to be also the most probable source of some of the stylized facts commonly associated with financial time-series.
•We assess the multifractality displayed by the MSE IBEX35 index.•A MFDFA shows a wide singularity spectrum, most probably caused by its long-memory.•This long-memory is made up by a high-frequency component and a slowly-varying one.•The slowly-varying component seems to be endogenous to market dynamics. |
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ISSN: | 0378-4371 1873-2119 |
DOI: | 10.1016/j.physa.2013.09.038 |