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Statistical validation

This is a method to filter a large complex network to its backbone structure, by means of statistical hypothesis testing. This method is available as a downloadable software through the research infrastructure at the following link: https://goo.gl/m8SQDo

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Data and Resources
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  • Statistical Validation - source codetar.gz

    R source code for the method together with a working example

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  • StatValHTML

    link to the method in the Lab

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  • tutorial pageHTML

    link to a webpage with explanations, downloadable R code and tutorial

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Additional Info
Field Value
Accessibility Both
AccessibilityMode OnLine Access
Availability On-Line
Basic rights Temporary download of a single copy only
CreationDate 2016-07-01
Creator regoli, daniele, daniele.regoli@sns.it
Field/Scope of use Research only
Group Sustainable Cities for Citizens
Owner Regoli, Daniele, daniele.regoli@sns.it
ProgrammingLanguage R
RelatedPaper Tumminello M, Miccichè S, Lillo F, Piilo J, Mantegna RN (2011) Statistically Validated Networks in Bipartite Complex Systems. PLoS ONE 6(3): e17994. doi:10.1371/journal.pone.0017994
Sublicense rights No
Territory of use World Wide
Thematic Cluster Social Network Analysis [SNA]
UsageMode as-a-Service by SoBigData Infrastructure
input network edgelist
output filtered network edgelist(s)
system:type Method
Management Info
Field Value
Source https://goo.gl/m8SQDo
Author daniele regoli
Maintainer daniele regoli
Version 2
Last Updated 8 September 2023, 12:22 (CEST)
Created 29 June 2018, 11:32 (CEST)