Cl. Berthelsen et al., EFFECTIVE MULTIFRACTAL SPECTRUM OF A RANDOM-WALK, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 49(3), 1994, pp. 1860-1864
An infinite uniform random walk on a lattice is a monofractal, but any
finite-length random walk contains both bulk and surface, which canno
t be easily distinguished, but which have intrinsically different frac
tal dimensions. When we examine both the bulk and the surface using th
e sandbox method, we obtain a reproducible effective multifractal spec
trum that is independent of the length of the random walk. This techni
que allows us to calculate the multifractal spectrum for short (approx
imately 10 000 base pairs) DNA-sequence data sets. We show that human
beta globin DNA is significantly different from its length-, base-freq
uency-, and dimer-frequency-matched controls.