On the distributional properties of size, profit and growth of Icelandic firms

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• 作者：Einar Jón Erlingsson (1)
  Simone Alfarano (2)
  Marco Raberto (3)
  Hlynur Stefánsson (1)
  
• 关键词：Firm size ; Profit rates ; Growth rates ; Power law ; Laplace distribution ; Icelandic firms ; C12 ; D01 ; D22
• 刊名：Journal of Economic Interaction and Coordination
• 出版年：2013
• 出版时间：April 2013
• 年：2013
• 卷：8
• 期：1
• 页码：57-74
• 全文大小：513KB
• 参考文献：1. Alfarano S, Milakovic M (2008) Does classical competition explain the statistical features of firm growth. Econ Lett 101(3): 272-74 CrossRef
  2. Alfarano S, Milakovic M, Irle A, Kauschke J (2012) A statistical equilibrium model of competitive firms. J Econ Dyn Control 36(1):136-49. doi:10.1016/j.jedc.2011.07.002; www.sciencedirect.com/science/article/pii/S0165188911001424" class="a-plus-plus">http://www.sciencedirect.com/science/article/pii/S0165188911001424
  3. Atalay E, Hortasu A, Roberts J, Syverson C (2011) Network structure of production. Proc Natl Acad Sci 108(13): 5199 CrossRef
  4. Axtell R (2001) Zipf distribution of us firm sizes. Science 293(5536): 1818 CrossRef
  5. Baek S, Bernhardsson S, Minnhagen P (2011) Zipf’s law unzipped. New J Phys 13: 043004 CrossRef
  6. Bottazzi G, Secchi A (2006) Explaining the distribution of firm growth rates. RAND J Econ 37(2): 235-56 CrossRef
  7. Champernowne D (1953) A model of income distribution. Econ J 83: 318-51 CrossRef
  8. Cincotti S, Raberto M, Teglio A (2010) Credit money and macroeconomic instability in the agent-based model and simulator eurace. The Open-Access, Open-Assessment E-Journal 4(2010-26)
  9. Cirillo P (2010) An analysis of the size distribution of Italian firms by age. Phys A Stat Mech Appl 389(3): 459-66 CrossRef
  10. Cirillo P, Hüsler J (2009) On the upper tail of italian firms-size distribution. Phys A Stat Mech Appl 388(8): 1546-554 CrossRef
  11. Clauset A, Shalizi C, Newman M (2009) Power-law distributions in empirical data. SIAM Rev 51(4): 661-03 CrossRef
  12. De Wit G (2005) Firm size distributions: an overview of steady-state distributions resulting from firm dynamics models. Int J Ind Org 23(5-): 423-50 CrossRef
  13. Delli Gatti D, Guilmi C, Gaffeo E, Giulioni G, Gallegati M, Palestrini A (2005) A new approach to business fluctuations: heterogeneous interacting agents, scaling laws and financial fragility. J Econ Behav Org 56(4): 489-12 CrossRef
  14. Farmer J, Foley D (2009) The economy needs agent-based modelling. Nature 460(7256): 685-86 CrossRef
  15. Gabaix X (2009) Power laws in economics and finance. Annu Rev Econ 1(1): 255-94 CrossRef
  16. Gibrat R (1931) Les Inlits Economique. Sirely, Paris
  17. Goldstein M, Morris S, Yen G (2004) Problems with fitting to the power-law distribution. Eur Phys J B Condens Matter Complex Syst 41(2): 255-58 CrossRef
  18. Ijiri Y, Simon HA (1974) Interpretations of departures from the pareto curve firm-size distributions. J Polit Econ 82(2): 315-31 CrossRef
  19. Myers S (1984) The capital structure puzzle. J Financ 39(3): 575-92 CrossRef
  20. Podobnik B, Horvatic D, Petersen A, Uroevi B, Stanley H (2010) Bankruptcy risk model and empirical tests. Proc Natl Acad Sci 107(43): 18325 CrossRef
  21. Puig P, Stephens M (2000) Tests of fit for the Laplace distribution, with applications. Technometrics 42(4): 417-24 CrossRef
  22. Raberto M, Teglio A, Cincotti S (2012) Debt deleveraging and business cycles. An agent-based perspective. Economics: The Open-Access, Open-Assessment E-Journal 6(2012-27), doi:10.5018/economics-ejournal.ja.2012-27
  23. Scalas E, Gallegati M, Guerci E, Mas D, Tedeschi A (2006) Growth and allocation of resources in economics: the agent-based approach. Phys A Stat Mech Appl 370(1): 86-0 CrossRef
  24. Simon H, Bonini C (1958) The size distribution of business firms. Am Econ Rev 48(4): 607-17
  25. Smets F, Wouters R, Europeo BC (2002) An estimated stochastic dynamic general equilibrium model of the Euro area. European Central Bank, Frankfurt
  26. Stanley M, Amaral LAN, Buldyrev SV, Leschhorn H, Maass P, Salinger M, Stanley HE (1996) Scaling behavior in the growth of companies. Nature 379: 804-06 CrossRef
  27. Wagner F, Milakovi M, Alfarano S (2010) Firm profitability and the network of organizational capabilities. Phys A Stat Mech Appl 389(21): 4769-775 CrossRef
  
• 作者单位：Einar Jón Erlingsson (1)
  Simone Alfarano (2)
  Marco Raberto (3)
  Hlynur Stefánsson (1)
  
  1. Reykjavik University, Menntavegur 1, 101, Reykjavík, Iceland
  2. Universitat Jaume I, Campus del Riu Sec, 12071, Castellón, Spain
  3. DIME-DOGE.I, Università à di Genova, Via Opera Pia 15, 15145, Genoa, Italy
  
• ISSN：1860-7128

文摘

In this paper, we analyze the distributional properties of the balance sheets of Icelandic firms by performing an empirical analysis of total assets, profit rates and growth rates using a data set of 2,818 Icelandic firms during the period 2000-009. We find that the firms size measure, i.e. total assets, have the same heavy tail characteristics as various studies have shown, e.g. for US and Italian firms. The heavy tail nature of the total assets distribution seems to be robust w.r.t. a boom-bust cycle of the economy as well as special characteristics of Icelandic firms, e.g. their relatively small size and private ownership. Another important finding is that the profit rates, or return on assets, of Icelandic firms follow a Laplace like distribution similar to US firms. Additionally, we identified deviations from the distributional regularities, namely the power law behavior of firms-size and Laplacian distributions of growth and profit rates, during the booming period of the economy 2005-007.