Conclusions (1)
Wavelets are “natural” and efficient means of analyzing scaling properties of random processes
- due to their scale invariance
In second-order self-similar processes Hurst parameter H and scaling exponent a (LRD processes) capture interesting aspects of their behaviour
Various estimators:
- R/S plot
- variance time plot
- wavelet-based