FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W114592683> ?p ?o ?g. }

• W114592683 endingPage "1067" @default.
• W114592683 startingPage "1060" @default.
• W114592683 abstract "Exchangeable graph models (ExGM) are a nonparametric approach to modeling network data that subsumes a number of popular models. The key object that defines an ExGM is often referred to as a graphon, or graph kernel. Here, we make three contributions to advance the theory of estimation of graphons. We determine conditions under which a unique canonical representation for a graphon exists and it is identifiable. We propose a 3-step procedure to estimate the canonical graphon of any ExGM that satisfies these conditions. We then focus on a specific estimator, built using the proposed 3-step procedure, which combines probability matrix estimation by Universal Singular Value Thresholding (USVT) and empirical degree sorting of the observed adjacency matrix. We prove that this estimator is consistent. We illustrate how the proposed theory and methods can be used to develop hypothesis testing procedures for models of network data." @default.
• W114592683 created "2016-06-24" @default.
• W114592683 creator A5035398709 @default.
• W114592683 creator A5080355318 @default.
• W114592683 creator A5081218599 @default.
• W114592683 date "2014-04-02" @default.
• W114592683 modified "2023-09-23" @default.
• W114592683 title "Nonparametric estimation and testing of exchangeable graph models" @default.
• W114592683 cites W1527849298 @default.
• W114592683 cites W1533473741 @default.
• W114592683 cites W1624963542 @default.
• W114592683 cites W1684305122 @default.
• W114592683 cites W1788531841 @default.
• W114592683 cites W1978479505 @default.
• W114592683 cites W1980275885 @default.
• W114592683 cites W1996023858 @default.
• W114592683 cites W2018415308 @default.
• W114592683 cites W2032005951 @default.
• W114592683 cites W2061749708 @default.
• W114592683 cites W2064274783 @default.
• W114592683 cites W2107107106 @default.
• W114592683 cites W2111547480 @default.
• W114592683 cites W2111754130 @default.
• W114592683 cites W2115076673 @default.
• W114592683 cites W2144799688 @default.
• W114592683 cites W2168420470 @default.
• W114592683 cites W2169899245 @default.
• W114592683 cites W2756537 @default.
• W114592683 cites W2905110430 @default.
• W114592683 cites W2949419687 @default.
• W114592683 cites W2952756377 @default.
• W114592683 cites W2963201100 @default.
• W114592683 cites W2963210785 @default.
• W114592683 cites W3103925118 @default.
• W114592683 cites W3104227803 @default.
• W114592683 cites W3104477937 @default.
• W114592683 hasPublicationYear "2014" @default.
• W114592683 type Work @default.
• W114592683 sameAs 114592683 @default.
• W114592683 citedByCount "27" @default.
• W114592683 countsByYear W1145926832014 @default.
• W114592683 countsByYear W1145926832015 @default.
• W114592683 countsByYear W1145926832016 @default.
• W114592683 countsByYear W1145926832017 @default.
• W114592683 countsByYear W1145926832018 @default.
• W114592683 countsByYear W1145926832019 @default.
• W114592683 countsByYear W1145926832020 @default.
• W114592683 countsByYear W1145926832021 @default.
• W114592683 crossrefType "proceedings-article" @default.
• W114592683 hasAuthorship W114592683A5035398709 @default.
• W114592683 hasAuthorship W114592683A5080355318 @default.
• W114592683 hasAuthorship W114592683A5081218599 @default.
• W114592683 hasConcept C102366305 @default.
• W114592683 hasConcept C105795698 @default.
• W114592683 hasConcept C110484373 @default.
• W114592683 hasConcept C11413529 @default.
• W114592683 hasConcept C132525143 @default.
• W114592683 hasConcept C180356752 @default.
• W114592683 hasConcept C185429906 @default.
• W114592683 hasConcept C33923547 @default.
• W114592683 hasConcept C41008148 @default.
• W114592683 hasConcept C80444323 @default.
• W114592683 hasConceptScore W114592683C102366305 @default.
• W114592683 hasConceptScore W114592683C105795698 @default.
• W114592683 hasConceptScore W114592683C110484373 @default.
• W114592683 hasConceptScore W114592683C11413529 @default.
• W114592683 hasConceptScore W114592683C132525143 @default.
• W114592683 hasConceptScore W114592683C180356752 @default.
• W114592683 hasConceptScore W114592683C185429906 @default.
• W114592683 hasConceptScore W114592683C33923547 @default.
• W114592683 hasConceptScore W114592683C41008148 @default.
• W114592683 hasConceptScore W114592683C80444323 @default.
• W114592683 hasLocation W1145926831 @default.
• W114592683 hasOpenAccess W114592683 @default.
• W114592683 hasPrimaryLocation W1145926831 @default.
• W114592683 hasRelatedWork W1519192496 @default.
• W114592683 hasRelatedWork W1533473741 @default.
• W114592683 hasRelatedWork W1788531841 @default.
• W114592683 hasRelatedWork W1883408324 @default.
• W114592683 hasRelatedWork W1996023858 @default.
• W114592683 hasRelatedWork W2018415308 @default.
• W114592683 hasRelatedWork W2032005951 @default.
• W114592683 hasRelatedWork W2064274783 @default.
• W114592683 hasRelatedWork W2066459332 @default.
• W114592683 hasRelatedWork W2080802520 @default.
• W114592683 hasRelatedWork W2082734581 @default.
• W114592683 hasRelatedWork W2102907934 @default.
• W114592683 hasRelatedWork W2107107106 @default.
• W114592683 hasRelatedWork W2111547480 @default.
• W114592683 hasRelatedWork W2123400271 @default.
• W114592683 hasRelatedWork W2159203990 @default.
• W114592683 hasRelatedWork W2168420470 @default.
• W114592683 hasRelatedWork W2756537 @default.
• W114592683 hasRelatedWork W2962962954 @default.
• W114592683 hasRelatedWork W3103925118 @default.
• W114592683 isParatext "false" @default.
• W114592683 isRetracted "false" @default.
• W114592683 magId "114592683" @default.

• next