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A generalized preferential attachment model for business firms growth rates.

Authors :
Buldyrev, S. V.
Pammolli, F.
Riccaboni, M.
Yamasaki, K.
Fu, D.-F.
Matia, K.
Stanley, H. E.
Source :
European Physical Journal B: Condensed Matter; May2007, Vol. 57 Issue 2, p131-138, 8p, 6 Graphs
Publication Year :
2007

Abstract

We present a preferential attachment growth model to obtain the distribution P(K) of number of units K in the classes which may represent business firms or other socio-economic entities. We found that P(K) is described in its central part by a power law with an exponent ϕ = 2+b/(1-b) which depends on the probability of entry of new classes, b. In a particular problem of city population this distribution is equivalent to the well known Zipf law. In the absence of the new classes entry, the distribution P(K) is exponential. Using analytical form of P(K) and assuming proportional growth for units, we derive P(g), the distribution of business firm growth rates. The model predicts that P(g) has a Laplacian cusp in the central part and asymptotic power-law tails with an exponent ζ = 3. We test the analytical expressions derived using heuristic arguments by simulations. The model might also explain the size-variance relationship of the firm growth rates. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14346028
Volume :
57
Issue :
2
Database :
Complementary Index
Journal :
European Physical Journal B: Condensed Matter
Publication Type :
Academic Journal
Accession number :
25369536
Full Text :
https://doi.org/10.1140/epjb/e2007-00165-8