Asymptotic Wavelet Variance of a Long Memory Process
|Voronoi Fractal (Source: Onionesque Reality)|
A long memory process has self-similarity or scale-invariant properties in low frequencies. We prove that the log of the scale-dependent wavelet variance for a long memory process is asymptotically proportional to scales by using the Taylor expansion of wavelet variances.
Go to the Knol article.