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- Dependency_network abstract "The dependency network approach provides a new system level analysis of the activity and topology of directed networks. The approach extracts causal topological relations between the network's nodes (when the network structure is analyzed), and provides an important step towards inference of causal activity relations between the network nodes (when analyzing the network activity). This methodology has originally been introduced for the study of financial data, it has been extended and applied to other systems, such as the immune system, and semantic networks.In the case of network activity, the analysis is based on partial correlations, which are becoming ever more widely used to investigate complex systems. In simple words, the partial (or residual) correlation is a measure of the effect (or contribution) of a given node, say j, on the correlations between another pair of nodes, say i and k. Using this concept, the dependency of one node on another node, is calculated for the entire network. This results in a directed weighted adjacency matrix, of a fully connected network. Once the adjacency matrix has been constructed, different algorithms can be used to construct the network, such as a threshold network, Minimal Spanning Tree (MST), Planar Maximally Filtered Graph (PMFG), and others.".
- Dependency_network thumbnail Dependency_network_for_financial_data.jpg?width=300.
- Dependency_network wikiPageExternalLink mantegna.html.
- Dependency_network wikiPageExternalLink ~dror.
- Dependency_network wikiPageExternalLink www.futurict.org.il.
- Dependency_network wikiPageExternalLink www.ocs.unipa.it.
- Dependency_network wikiPageExternalLink www.plosone.org.
- Dependency_network wikiPageExternalLink econophysics.
- Dependency_network wikiPageID "33171840".
- Dependency_network wikiPageLength "14283".
- Dependency_network wikiPageOutDegree "25".
- Dependency_network wikiPageRevisionID "702598206".
- Dependency_network wikiPageWikiLink Category:Network_analysis.
- Dependency_network wikiPageWikiLink Causality.
- Dependency_network wikiPageWikiLink Complex_system.
- Dependency_network wikiPageWikiLink Complex_systems.
- Dependency_network wikiPageWikiLink Correlation_and_dependence.
- Dependency_network wikiPageWikiLink Economic_sector.
- Dependency_network wikiPageWikiLink Eshel_Ben-Jacob.
- Dependency_network wikiPageWikiLink Financial_services.
- Dependency_network wikiPageWikiLink Graph_(discrete_mathematics).
- Dependency_network wikiPageWikiLink Immune_system.
- Dependency_network wikiPageWikiLink Minimum_spanning_tree.
- Dependency_network wikiPageWikiLink New_York_Stock_Exchange.
- Dependency_network wikiPageWikiLink Node_(networking).
- Dependency_network wikiPageWikiLink PLOS_ONE.
- Dependency_network wikiPageWikiLink Partial_correlation.
- Dependency_network wikiPageWikiLink Pearson_product-moment_correlation_coefficient.
- Dependency_network wikiPageWikiLink Semantic_network.
- Dependency_network wikiPageWikiLink Wikt:hub.
- Dependency_network wikiPageWikiLink File:Dependency_network_for_financial_data.jpg.
- Dependency_network wikiPageWikiLink File:Dependency_network_for_immune_system_data.jpg.
- Dependency_network wikiPageWikiLink File:Dependency_network_for_semantic_data.jpg.
- Dependency_network wikiPageWikiLinkText "Dependency network".
- Dependency_network wikiPageWikiLinkText "dependency network".
- Dependency_network wikiPageUsesTemplate Template:Reflist.
- Dependency_network subject Category:Network_analysis.
- Dependency_network comment "The dependency network approach provides a new system level analysis of the activity and topology of directed networks. The approach extracts causal topological relations between the network's nodes (when the network structure is analyzed), and provides an important step towards inference of causal activity relations between the network nodes (when analyzing the network activity).".
- Dependency_network label "Dependency network".
- Dependency_network sameAs Q5260619.
- Dependency_network sameAs m.0h682zm.
- Dependency_network sameAs Q5260619.
- Dependency_network wasDerivedFrom Dependency_network?oldid=702598206.
- Dependency_network depiction Dependency_network_for_financial_data.jpg.
- Dependency_network isPrimaryTopicOf Dependency_network.