On Hurst exponent estimation under heavy-tailed distributions

Abstract

In this paper, we show how the sampling properties of the Hurst exponent methods of estimation change with the presence of heavy tails. We propose a nove approach of intraday time-dependent Hurst exponent and apply it to high-frequency financial market data.

Keywords

• Hurst exponent estimation
• Heavy Tails
• High frequency data