On firm size distribution: statistical models, mechanisms, and empirical evidence

被引:0
|
作者
Anna Maria Fiori
机构
[1] University of Milano-Bicocca,Department of Statistics and Quantitative Methods
来源
Statistical Methods & Applications | 2020年 / 29卷
关键词
Stochastic differential equation; Gibrat’s Law; Generalized beta distribution of the second kind; Dagum distribution; Firm growth;
D O I
暂无
中图分类号
学科分类号
摘要
In this work we explain the size distribution of business firms using a stochastic growth process that reproduces the main stylized facts documented in empirical studies. The steady state solution of this process is a three-parameter Dagum distribution, which possibly combines strong unimodality with a Paretian upper tail. Thanks to its flexibility, the proposed distribution is able to fit the whole range of firm size data, in contrast with traditional models that typically focus on large businesses only. An empirical application to Italian firms illustrates the practical merits of the Dagum distribution. Our findings go beyond goodness-of-fit per se, and shed light on possible connections between stochastic elements that influence firm growth and the meaning of parameters that appear in the steady state distribution of firm size. These results are ultimately relevant for studies into industrial organization and for policy interventions aimed at promoting sustainable growth and monitoring industrial concentration phenomena.
引用
收藏
页码:447 / 482
页数:35
相关论文
共 50 条
  • [41] Statistical regularity of firm size distribution: the Pareto IV and truncated Yule for Italian SCI manufacturing
    Crosato, L.
    Ganugi, P.
    STATISTICAL METHODS AND APPLICATIONS, 2007, 16 (01): : 85 - 115
  • [42] Corporate social responsibility and firm value: Do firm size and age matter? Empirical evidence from European listed companies
    D'Amato, Antonio
    Falivena, Camilla
    CORPORATE SOCIAL RESPONSIBILITY AND ENVIRONMENTAL MANAGEMENT, 2020, 27 (02) : 909 - 924
  • [43] Entrepreneurs, Managers, and the Firm Size Distribution
    Lee, Yang Seung
    INTERNATIONAL ECONOMIC JOURNAL, 2021, 35 (03) : 367 - 390
  • [44] SIZE OF FIRM, OLIGOPOLOGY, AND RESEARCH - THE EVIDENCE
    HAMBERG, D
    CANADIAN JOURNAL OF ECONOMICS & POLITICAL SCIENCE, 1964, 30 (01): : 62 - 75
  • [45] On solving the equation of the firm size distribution
    Shchepina, I. N.
    Polovinkin, I. P.
    Polovinkina, M. V.
    Rabeeakh, S. A.
    INTERNATIONAL CONFERENCE APPLIED MATHEMATICS, COMPUTATIONAL SCIENCE AND MECHANICS: CURRENT PROBLEMS, 2018, 973
  • [46] Firm Size Distribution and the Survival Bias
    Palestrini, Antonio
    ECONOMICS BULLETIN, 2015, 35 (03): : 1630 - +
  • [47] Empirical implications of alternative models of firm dynamics
    Pakes, A
    Ericson, R
    JOURNAL OF ECONOMIC THEORY, 1998, 79 (01) : 1 - 45
  • [48] Firm responses to an interest barrier: empirical evidence
    Harju, Jarkko
    Kauppinen, Ilpo
    Ropponen, Olli
    FISCAL STUDIES, 2025,
  • [49] EMPIRICAL-EVIDENCE ON DETERMINANTS OF FIRM GROWTH
    VARIYAM, JN
    KRAYBILL, DS
    ECONOMICS LETTERS, 1992, 38 (01) : 31 - 36
  • [50] Unionization and Firm Inventory Management Empirical Evidence
    Wang, Bo
    Wang, Haizhi
    Yin, Desheng
    Yu, Xiurong
    REVIEW OF BUSINESS, 2020, 40 (02): : 53 - 74