Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208242859> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W3208242859 abstract "Motivated by the increasing abundance of data describing real-world networks that exhibit dynamical features, we propose an extension of the Exponential RandomGraph Models (ERGMs) that accommodates the time variation of its parameters. Inspired by the fast growing literature on Dynamic Conditional Score-driven models each parameter evolves according to an updating rule driven by the score of the ERGM distribution. We demonstrate the flexibility of the score-driven ERGMs (SD-ERGMs), both as data generating processes and as filters, and we show the advantages of the dynamic version with respect to the static one. We discuss two applications to time-varying networks from financial and political systems. First, we consider the prediction of future links in the Italian inter-bank credit network. Second, we show that the SD-ERGM allows to discriminate between static or time-varying parameters when used to model the dynamics of the US congress co-voting network." @default.
- W3208242859 created "2021-11-08" @default.
- W3208242859 creator A5014640014 @default.
- W3208242859 creator A5016268748 @default.
- W3208242859 creator A5086540973 @default.
- W3208242859 date "2019-01-01" @default.
- W3208242859 modified "2023-09-27" @default.
- W3208242859 title "Score-Driven Exponential Random Graphs: A New Class of Time-Varying Parameter Models for Dynamical Networks" @default.
- W3208242859 hasPublicationYear "2019" @default.
- W3208242859 type Work @default.
- W3208242859 sameAs 3208242859 @default.
- W3208242859 citedByCount "0" @default.
- W3208242859 crossrefType "posted-content" @default.
- W3208242859 hasAuthorship W3208242859A5014640014 @default.
- W3208242859 hasAuthorship W3208242859A5016268748 @default.
- W3208242859 hasAuthorship W3208242859A5086540973 @default.
- W3208242859 hasConcept C105795698 @default.
- W3208242859 hasConcept C124101348 @default.
- W3208242859 hasConcept C132525143 @default.
- W3208242859 hasConcept C134306372 @default.
- W3208242859 hasConcept C151376022 @default.
- W3208242859 hasConcept C17744445 @default.
- W3208242859 hasConcept C199539241 @default.
- W3208242859 hasConcept C2780598303 @default.
- W3208242859 hasConcept C30549945 @default.
- W3208242859 hasConcept C33923547 @default.
- W3208242859 hasConcept C41008148 @default.
- W3208242859 hasConcept C47458327 @default.
- W3208242859 hasConcept C520049643 @default.
- W3208242859 hasConcept C80444323 @default.
- W3208242859 hasConcept C94625758 @default.
- W3208242859 hasConceptScore W3208242859C105795698 @default.
- W3208242859 hasConceptScore W3208242859C124101348 @default.
- W3208242859 hasConceptScore W3208242859C132525143 @default.
- W3208242859 hasConceptScore W3208242859C134306372 @default.
- W3208242859 hasConceptScore W3208242859C151376022 @default.
- W3208242859 hasConceptScore W3208242859C17744445 @default.
- W3208242859 hasConceptScore W3208242859C199539241 @default.
- W3208242859 hasConceptScore W3208242859C2780598303 @default.
- W3208242859 hasConceptScore W3208242859C30549945 @default.
- W3208242859 hasConceptScore W3208242859C33923547 @default.
- W3208242859 hasConceptScore W3208242859C41008148 @default.
- W3208242859 hasConceptScore W3208242859C47458327 @default.
- W3208242859 hasConceptScore W3208242859C520049643 @default.
- W3208242859 hasConceptScore W3208242859C80444323 @default.
- W3208242859 hasConceptScore W3208242859C94625758 @default.
- W3208242859 hasLocation W32082428591 @default.
- W3208242859 hasOpenAccess W3208242859 @default.
- W3208242859 hasPrimaryLocation W32082428591 @default.
- W3208242859 hasRelatedWork W1751559330 @default.
- W3208242859 hasRelatedWork W1964283622 @default.
- W3208242859 hasRelatedWork W1970034774 @default.
- W3208242859 hasRelatedWork W2029979232 @default.
- W3208242859 hasRelatedWork W2067856412 @default.
- W3208242859 hasRelatedWork W2088428327 @default.
- W3208242859 hasRelatedWork W2136676173 @default.
- W3208242859 hasRelatedWork W2139191561 @default.
- W3208242859 hasRelatedWork W219613667 @default.
- W3208242859 hasRelatedWork W2323217484 @default.
- W3208242859 hasRelatedWork W2489125130 @default.
- W3208242859 hasRelatedWork W2595321723 @default.
- W3208242859 hasRelatedWork W2600013268 @default.
- W3208242859 hasRelatedWork W2606139414 @default.
- W3208242859 hasRelatedWork W2892231613 @default.
- W3208242859 hasRelatedWork W3016431077 @default.
- W3208242859 hasRelatedWork W3098982997 @default.
- W3208242859 hasRelatedWork W3137611479 @default.
- W3208242859 hasRelatedWork W3150625129 @default.
- W3208242859 hasRelatedWork W596580628 @default.
- W3208242859 isParatext "false" @default.
- W3208242859 isRetracted "false" @default.
- W3208242859 magId "3208242859" @default.
- W3208242859 workType "article" @default.