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On the scaling of probability density functions with apparentpower-law exponents less than unity
Authors:K. Christensen  N. Farid  G. Pruessner  M. Stapleton
Affiliation:(1) Institute for Mathematical Sciences, Imperial College London, 53 Prince's Gate, London, SW7 2PG, UK;(2) Blackett Laboratory, Imperial College London, Prince Consort Road, London, SW7 2AZ, UK;(3) Mathematics Institute, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
Abstract:We derive general properties of the finite-size scaling of probability density functions and show that when the apparent exponent $tilde{tau}$ of a probability density is less than 1, the associated finite-size scaling ansatz has a scaling exponent τ equal to 1, provided that the fraction of events in the universal scaling part of the probability density function is non-vanishing in the thermodynamic limit. We find the general result that τ≥1 and $tau ge tilde{tau}$ . Moreover, we show that if the scaling function $mathcal{G}(x)$ approaches a non-zero constant for small arguments, $lim_{x to 0} mathcal{G}(x) > 0$ , then $tau = tilde{tau}$ . However, if the scaling function vanishes for small arguments, $lim_{x to 0} mathcal{G}(x) = 0$ , then τ= 1, again assuming a non-vanishing fraction of universal events. Finally, we apply the formalism developed to examples from the literature, including some where misunderstandings of the theory of scaling have led to erroneous conclusions.
Keywords:  KeywordHeading"  >PACS. 89.75.Da Systems obeying scaling laws  89.75.-k Complex systems  05.65.+b Self-organized systems  89.75.Hc Networks and genealogical trees  05.70.Jk Critical point phenomena
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