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Asymmetric dependence of intraday frequency components in the Brazilian stock market
The multivariate dependence plays an important role in financial instrument management. Due to the inherent characteristics in the financial market, such as heavy tails in the returns unconditional distribution and asymmetry between gain and loss, we obtained the asymmetric dependence structure in d...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150631/ https://www.ncbi.nlm.nih.gov/pubmed/34778832 http://dx.doi.org/10.1007/s43546-021-00080-7 |
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author | Carvalho, Marcela de Marillac Pala, Luiz Otávio de Oliveira Pessanha, Gabriel Rodrigo Gomes Sáfadi, Thelma |
author_facet | Carvalho, Marcela de Marillac Pala, Luiz Otávio de Oliveira Pessanha, Gabriel Rodrigo Gomes Sáfadi, Thelma |
author_sort | Carvalho, Marcela de Marillac |
collection | PubMed |
description | The multivariate dependence plays an important role in financial instrument management. Due to the inherent characteristics in the financial market, such as heavy tails in the returns unconditional distribution and asymmetry between gain and loss, we obtained the asymmetric dependence structure in different short-term variation scales based on the wavelet technique MODWT. The study sought to capture the relations between financial returns represented by its frequency components. Intraday returns series was used in the 15-min sampling interval from stocks and applied the D-Vine pair-copula to decompose in trade frequencies of 15 min, 1 h, 1 day, and 1 week with margin adjustments of ARIMA-APARCH class and BB7 copula function, responsible for measuring the dependence on tails. The results indicated the prevalence of a high dependence during market upturns, rising over the analyzed frequencies. Being an important tool in financial management and allowing short-term strategies of diversification. |
format | Online Article Text |
id | pubmed-8150631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-81506312021-05-26 Asymmetric dependence of intraday frequency components in the Brazilian stock market Carvalho, Marcela de Marillac Pala, Luiz Otávio de Oliveira Pessanha, Gabriel Rodrigo Gomes Sáfadi, Thelma SN Bus Econ Original Article The multivariate dependence plays an important role in financial instrument management. Due to the inherent characteristics in the financial market, such as heavy tails in the returns unconditional distribution and asymmetry between gain and loss, we obtained the asymmetric dependence structure in different short-term variation scales based on the wavelet technique MODWT. The study sought to capture the relations between financial returns represented by its frequency components. Intraday returns series was used in the 15-min sampling interval from stocks and applied the D-Vine pair-copula to decompose in trade frequencies of 15 min, 1 h, 1 day, and 1 week with margin adjustments of ARIMA-APARCH class and BB7 copula function, responsible for measuring the dependence on tails. The results indicated the prevalence of a high dependence during market upturns, rising over the analyzed frequencies. Being an important tool in financial management and allowing short-term strategies of diversification. Springer International Publishing 2021-05-26 2021 /pmc/articles/PMC8150631/ /pubmed/34778832 http://dx.doi.org/10.1007/s43546-021-00080-7 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Carvalho, Marcela de Marillac Pala, Luiz Otávio de Oliveira Pessanha, Gabriel Rodrigo Gomes Sáfadi, Thelma Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title | Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title_full | Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title_fullStr | Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title_full_unstemmed | Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title_short | Asymmetric dependence of intraday frequency components in the Brazilian stock market |
title_sort | asymmetric dependence of intraday frequency components in the brazilian stock market |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150631/ https://www.ncbi.nlm.nih.gov/pubmed/34778832 http://dx.doi.org/10.1007/s43546-021-00080-7 |
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