Institute of Information Theory and Automation

You are here

Bibliography

Journal Article

Can the bivariate Hurst exponent be higher than an average of the separate Hurst exponents?

Krištoufek Ladislav

: Physica. A : Statistical Mechanics and its Applications vol.431, 1 (2015), p. 124-127

: GP14-11402P, GA ČR

: Correlations, Power-law cross-correlations, Bivariate Hurst exponent, Spectrum coherence

: 10.1016/j.physa.2015.02.086

: http://library.utia.cas.cz/separaty/2015/E/kristoufek-0452314.pdf

(eng): In this note, we investigate possible relationships between the bivariate Hurst exponent Hxy and an average of the separate Hurst exponents $/frac{1}{2}(H_x +H_y)$. We show that two cases are well theoretically founded. These are the cases when $H_{xy} = /frac{1}{2}(H_x + H_y )$ and $H_{xy} < /frac{1}{2}(H_x + H_y )$. However, we show that the case of $H_{xy} > /frac{1}{2}(H_x + H_y )$ is not possible regardless of stationarity issues. Further discussion of the implications is provided as well together with a note on the finite sample effect.

: AH

2019-01-07 08:39