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Figure 23 Examples of log-scale diagram Right: second order log-scale diagram for a long-range dependent process, also possessing a highly pronounced correlation structure of short memory type (visible to he small octaves); practically, it refers to ARFIMA (0, d, 2) with d = 025 and a second order moving average (B) = 1 + 2B + B 2 , implying ( , cf ) = (050, 638) The vertical error bars for each j carry out con dence intervals at (2) 95% of Yj A linear behavior is observed between the octaves [j1 , j2 ] = (4, 10), which excludes the small octaves (short range memory) but includes the larger ones A weighted linear regression enables, in spite of the strong presence of short-term dependencies, a precise estimation of : = 053 007, cf = 60 with 45 < cf < 78 Left: second order log-scale diagram for a self-similar process (FBM) of parameter H = 08 The linear behavior spreads over all scales and allows a precise estimation of H: H = 079.

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