Asymmetric dependence of intraday frequency components in the Brazilian stock market
| Autor: | Thelma Sáfadi, Gabriel Rodrigo Gomes Pessanha, Marcela de Marillac Carvalho, Luiz Otávio de Oliveira Pala |
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| Rok vydání: | 2020 |
| Předmět: |
Multivariate statistics
business.industry Financial instrument Financial returns Financial market Diversification (finance) Multivariate dependence General Medicine Wavelets Financial management Wavelet High frequency Margin (finance) Econometrics Economics Original Article C58 G10 Stock market Copulas business C22 |
| Zdroj: | SN Business & Economics |
| ISSN: | 2662-9399 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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