Exploiting the European Volatility Index Features: Anti-Persistence, Skewness, Kurtosis, and the Role of the Hurst Exponent

Patanè, Michele;Zedda, Stefano
Last
2023-01-01

Abstract

Volatility indices are fundamental in the study of stock markets. In this paper, we analyzed the classical statistical characteristics of the main volatility index of the European stock markets (VStoxx) and evidenced some interesting connections and cause-effect relationships between the Hurst exponent and the moments of the distribution. Our results suggest that the market volatility is characterized by anti-persistence and mean reversion and that the Hurst exponent variations seem to anticipate the variations of the other moments of the distribution such as skewness and kurtosis, so that the Hurst exponent variations can possibly signal near-term market reversals.
2023
Inglese
14
5
616
628
13
Esperti anonimi
internazionale
scientifica
VStoxx; Hurst Exponent; Kurtosis; Skewness; Cointegration; Vector Error Correction Model; Granger-Causality
Goal 8: Decent work and economic growth
no
Anelli, Michele; Patanè, Michele; Zedda, Stefano
1.1 Articolo in rivista
info:eu-repo/semantics/article
1 Contributo su Rivista::1.1 Articolo in rivista
262
3
open
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