Explaining the uneven distribution of numbers in nature: the laws of Benford and Zipf

Citation
L. Pietronero et al., Explaining the uneven distribution of numbers in nature: the laws of Benford and Zipf, PHYSICA A, 293(1-2), 2001, pp. 297-304
Citations number
15
Categorie Soggetti
Physics
Journal title
PHYSICA A
ISSN journal
03784371 → ACNP
Volume
293
Issue
1-2
Year of publication
2001
Pages
297 - 304
Database
ISI
SICI code
0378-4371(20010401)293:1-2<297:ETUDON>2.0.ZU;2-2
Abstract
The distribution of first digits in numbers series obtained from very diffe rent origins shows a marked asymmetry in favor of small digits that goes un der the name of Benford's law. We analyze in detail this property for diffe rent data sets and give a general explanation for the origin of the Benford 's law in terms of multiplicative processes. We show that this law can be a lso generalized to series of numbers generated from more complex systems li ke the catalogs of seismic activity. Finally, we derive a relation between the generalized Benford's law and the popular Zipf's law which characterize the rank order statistics and has been extensively applied to many problem s ranging from city population to linguistics. (C) 2001 Published by Elsevi er Science B.V.