MaxAndSam Network Reconstruction Method

This method reconstructs socio-economic and financial networks from partial information, i.e., the knowledge of intrinsic node-specific properties and of the number of connections of only a limited subset of nodes. This information is used to calibrate an inference procedure based on fundamental concepts derived from statistical physics, which allows to generate ensembles of directed weighted networks intended to represent the real system—so that the real network properties can be estimated as their average values within the ensemble.

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Accessibility Both
AccessibilityMode Download
Attribution requirements Systemic Risk Analysis on Reconstructed Economic and Financial Networks, Giulio Cimini, Tiziano Squartini, Diego Garlaschelli, Andrea Gabrielli, Scientific Reports 5, 15758 (2015), doi:10.1038/srep15758
Availability On-Line
Basic rights Temporary download of a single copy only
CreationDate 2016-07-06
Creator Squartini, Tiziano, tiziano.squartini@imtlucca.it, orcid.org//0000-0001-9011-966X
Field/Scope of use Research only
Item URL http://data.d4science.org/ctlg/ResourceCatalogue/maxandsam_network_recontruction_method
http://data.d4science.org/ctlg/ResourceCatalogue/maxandsam_network_recontruction_method
Owner Squartini, Tiziano, tiziano.squartini@imtlucca.it, orcid.org//0000-0001-9011-966X
ProgrammingLanguage Matlab/Python
Related Paper http://www.nature.com/articles/srep15758
Restrictions on use The related paper must be cited in any publication making use of the method itself
Territory of use World Wide
ThematicCluster Social Network Analysis
UsageMode Download
input Bank assets, bank liabilities, total number of connections
output (Reconstructed) network of interbank transactions
system:type SoBigData.eu: Method
Management Info
Field Value
Source https://sites.google.com/a/imtlucca.it/networks---imt-unit-for-the-study-of-networks/downloadable-files/reconstruction-of-financial-networks
Author Squartini Tiziano
Maintainer Squartini Tiziano
Version 1
Last Updated 20 March 2018, 18:57 (CET)
Created 14 September 2016, 15:23 (CEST)