Title
Relations between the shape of a size-frequency distribution and the shape of a rank-frequency distribution
Abstract
We study the dependence of the shape of the rank-frequency distribution g on the shape of the size-frequency distribution f and vice versa. We show mathematically that g is convexly decreasing if and only if f is monotonically decreasing and that g has an S-shape (i.e., g is first convexly decreasing and then concavely decreasing) if and only if f is first increasing and then decreasing. To illustrate our mathematical results, we empirically analyze size- and rank-frequency distributions of the number of articles and of the impact factor of journals in various scientific fields. We find that most of the size-frequency distributions that we examine are first increasing and then decreasing. Most of the rank-frequency distributions that we examine have an S-shape. However, the concave part of the S-shape is sometimes very small.
Year
DOI
Venue
2011
10.1016/j.ipm.2010.03.009
Inf. Process. Manage.
Keywords
Field
DocType
size-frequency distribution,concave part,shape,mathematical result,rank-frequency distribution g,rank-frequency distribution,impact factor,various scientific field
Statistical physics,Monotonic function,Data mining,If and only if,Statistics,Mathematics
Journal
Volume
Issue
ISSN
47
2
Information Processing and Management
Citations 
PageRank 
References 
10
0.73
9
Authors
2
Name
Order
Citations
PageRank
L. Egghe1750124.98
Ludo Waltman2453.91