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A long memory process has self-similarity or scale-invariant properties inlow frequencies. We prove that the log of the scale-dependent wavelet variancefor a long memory process is asymptotically proportional to scales by using theTaylor expansion of wavelet variances.

A Proof on Asymptotics of Wavelet Variance of a Long Memory Process by Using Taylor Expansion