Should network structure matter in agent-based finance?
Alfarano, Simone and Milaković, Mishael (2007) Should network structure matter in agent-based finance? Working Paper. Coventry: Warwick Business School, Financial Econometrics Research Centre. Working papers (Warwick Business School. Financial Econometrics Research Centre) (No.07-).
WRAP_Alfarano_fwp07-02.pdf - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Official URL: http://www2.warwick.ac.uk/fac/soc/wbs/research/wfr...
We derive microscopic foundations for a well-known probabilistic herding model in the agent-based finance literature. Lo and behold, the model is quite robust with respect to behavioral heterogeneity, yet structural heterogeneity, in the sense of an underlying network structure that describes the very feasibility of agent interaction, has a crucial and non-trivial impact on the macroscopic properties of the model.
|Item Type:||Working or Discussion Paper (Working Paper)|
|Subjects:||H Social Sciences > HB Economic Theory
Q Science > QA Mathematics
|Divisions:||Faculty of Social Sciences > Warwick Business School > Financial Econometrics Research Centre
Faculty of Social Sciences > Warwick Business School
|Library of Congress Subject Headings (LCSH):||Social networks -- Economic aspects, Mean field theory, Statistical mechanics, Dependence (Statistics)|
|Series Name:||Working papers (Warwick Business School. Financial Econometrics Research Centre)|
|Publisher:||Warwick Business School, Financial Econometrics Research Centre|
|Place of Publication:||Coventry|
|Official Date:||24 April 2007|
|Number of Pages:||38|
|Status:||Not Peer Reviewed|
|Access rights to Published version:||Open Access|
Aiello,W., F. Chung, and L. Lu. 2002. Random evolution of massive graphs. In Handbook of Massive Data Sets, eds. J. Abello, P. M. Pardalos, and M. G. C. Resende, 97–122. Kluwer: Dordrecht.
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