Methods for Reconstructing Interbank Networks from Limited Information: A Comparison

Conference paper

DOI: 10.1007/978-3-319-47705-3_15

Part of the New Economic Windows book series (NEW)
Cite this paper as:
Mazzarisi P., Lillo F. (2017) Methods for Reconstructing Interbank Networks from Limited Information: A Comparison. In: Abergel F. et al. (eds) Econophysics and Sociophysics: Recent Progress and Future Directions. New Economic Windows. Springer, Cham

Abstract

In this chapter, we review and compare some methods for the reconstruction of an interbank network from limited information. By exploiting the theory of complex networks and some ideas from statistical physics, we mainly focus on three different methods based on the maximum entropy principle, the relative entropy minimization, and the fitness model. We apply our analysis to the credit network of electronic Market for Interbank Deposit (e-MID) in 2011. In comparing the goodness of fit of the proposed methods, we look at the topological network properties and how reliably each method reproduces the real-world network.

Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  1. 1.Scuola Normale SuperiorePisaItaly

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