Analysis of intra-day fluctuations in the mexican financial market index

Abstract In this paper, a statistical analysis of high-frequency fluctuations of the IPC, the Mexican Stock Market Index, is presented. A sample of tick- to-tick data covering the period from January 1999 to December 2002 was analyzed, as well as several other sets obtained using temporal aggregation. The results indicate that the highest frequency is not useful to understand the Mexican market because almost two-thirds of the information corresponds to inactivity. For the frequency where fluctuations start to be relevant, the IPC data does not follow any α-stable distribution, including the Gaussian, perhaps because of the presence of autocorrelations. For a long-range of lower-frequencies, but still, in the intra-day regime, fluctuations can be described as a truncated Lévy flight, while for frequencies above two-days, a Gaussian distribution yields the best fit. Thought these results are consistent with other previously reported for several markets, there are significant differences in the details of the corresponding descriptions.

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Main Authors: Alfonso,L., Garcia-Ramirez,D. E., Mansilla,R., Terrero-Escalante,C. A.
Format: Digital revista
Language:English
Published: Sociedad Mexicana de Física 2020
Online Access:http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S0035-001X2020000500700
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spelling oai:scielo:S0035-001X20200005007002022-01-27Analysis of intra-day fluctuations in the mexican financial market indexAlfonso,L.Garcia-Ramirez,D. E.Mansilla,R.Terrero-Escalante,C. A. Stock markets high frequency fluctuations distribution tail behavior autocorrelations Abstract In this paper, a statistical analysis of high-frequency fluctuations of the IPC, the Mexican Stock Market Index, is presented. A sample of tick- to-tick data covering the period from January 1999 to December 2002 was analyzed, as well as several other sets obtained using temporal aggregation. The results indicate that the highest frequency is not useful to understand the Mexican market because almost two-thirds of the information corresponds to inactivity. For the frequency where fluctuations start to be relevant, the IPC data does not follow any α-stable distribution, including the Gaussian, perhaps because of the presence of autocorrelations. For a long-range of lower-frequencies, but still, in the intra-day regime, fluctuations can be described as a truncated Lévy flight, while for frequencies above two-days, a Gaussian distribution yields the best fit. Thought these results are consistent with other previously reported for several markets, there are significant differences in the details of the corresponding descriptions.info:eu-repo/semantics/openAccessSociedad Mexicana de FísicaRevista mexicana de física v.66 n.5 20202020-10-01info:eu-repo/semantics/articletext/htmlhttp://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S0035-001X2020000500700en10.31349/revmexfis.66.700
institution SCIELO
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country México
countrycode MX
component Revista
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databasecode rev-scielo-mx
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region America del Norte
libraryname SciELO
language English
format Digital
author Alfonso,L.
Garcia-Ramirez,D. E.
Mansilla,R.
Terrero-Escalante,C. A.
spellingShingle Alfonso,L.
Garcia-Ramirez,D. E.
Mansilla,R.
Terrero-Escalante,C. A.
Analysis of intra-day fluctuations in the mexican financial market index
author_facet Alfonso,L.
Garcia-Ramirez,D. E.
Mansilla,R.
Terrero-Escalante,C. A.
author_sort Alfonso,L.
title Analysis of intra-day fluctuations in the mexican financial market index
title_short Analysis of intra-day fluctuations in the mexican financial market index
title_full Analysis of intra-day fluctuations in the mexican financial market index
title_fullStr Analysis of intra-day fluctuations in the mexican financial market index
title_full_unstemmed Analysis of intra-day fluctuations in the mexican financial market index
title_sort analysis of intra-day fluctuations in the mexican financial market index
description Abstract In this paper, a statistical analysis of high-frequency fluctuations of the IPC, the Mexican Stock Market Index, is presented. A sample of tick- to-tick data covering the period from January 1999 to December 2002 was analyzed, as well as several other sets obtained using temporal aggregation. The results indicate that the highest frequency is not useful to understand the Mexican market because almost two-thirds of the information corresponds to inactivity. For the frequency where fluctuations start to be relevant, the IPC data does not follow any α-stable distribution, including the Gaussian, perhaps because of the presence of autocorrelations. For a long-range of lower-frequencies, but still, in the intra-day regime, fluctuations can be described as a truncated Lévy flight, while for frequencies above two-days, a Gaussian distribution yields the best fit. Thought these results are consistent with other previously reported for several markets, there are significant differences in the details of the corresponding descriptions.
publisher Sociedad Mexicana de Física
publishDate 2020
url http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S0035-001X2020000500700
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AT garciaramirezde analysisofintradayfluctuationsinthemexicanfinancialmarketindex
AT mansillar analysisofintradayfluctuationsinthemexicanfinancialmarketindex
AT terreroescalanteca analysisofintradayfluctuationsinthemexicanfinancialmarketindex
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