Matches in SemOpenAlex for { <https://semopenalex.org/work/W2969157684> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2969157684 endingPage "1075" @default.
- W2969157684 startingPage "1060" @default.
- W2969157684 abstract "The recent work of Owen [SIAM/ASA J. Uncertainty Quantification, 2 (2014), pp. 245--251] has introduced the Shapley value as an importance measure for global sensitivity analysis (Shapley effect, henceforth). When inputs are dependent, using Shapley effects provides a strategy to overcome conceptual difficulties related to the interpretation of Sobol' sensitivity indices. However, Shapley effects have been formulated thus far only to quantify the importance of individual model inputs, without providing information about interactions. This article extends the above-mentioned work to propose a Shapley sensitivity measure for interaction effects. We make use of the generalized Shapley value introduced by Owen [Management Sci., 18 (1972), pp. 64--79] and axiomatized later on in Grabisch and Roubens [Internat. J. Game Theory, 28 (1999), pp. 547--565]. In parallel to the work of Owen, we propose this Shapley--Owen effect as a tool for global interaction quantification in presence of dependent inputs. We show that by using this index it is also possible to gain insights on the synergistic/antagonistic nature of interactions." @default.
- W2969157684 created "2019-08-22" @default.
- W2969157684 creator A5084200697 @default.
- W2969157684 creator A5084219004 @default.
- W2969157684 date "2019-01-01" @default.
- W2969157684 modified "2023-10-16" @default.
- W2969157684 title "A Shapley--Owen Index for Interaction Quantification" @default.
- W2969157684 cites W1975510201 @default.
- W2969157684 cites W1992068214 @default.
- W2969157684 cites W1998160729 @default.
- W2969157684 cites W2002661807 @default.
- W2969157684 cites W2008818676 @default.
- W2969157684 cites W2009662043 @default.
- W2969157684 cites W2029767409 @default.
- W2969157684 cites W2048231652 @default.
- W2969157684 cites W2121450413 @default.
- W2969157684 cites W2149426898 @default.
- W2969157684 cites W2518039540 @default.
- W2969157684 cites W2530685584 @default.
- W2969157684 cites W2963020743 @default.
- W2969157684 cites W2963495830 @default.
- W2969157684 cites W2963712180 @default.
- W2969157684 cites W2964028901 @default.
- W2969157684 cites W2964075504 @default.
- W2969157684 cites W3145361113 @default.
- W2969157684 cites W4232099930 @default.
- W2969157684 doi "https://doi.org/10.1137/18m1221801" @default.
- W2969157684 hasPublicationYear "2019" @default.
- W2969157684 type Work @default.
- W2969157684 sameAs 2969157684 @default.
- W2969157684 citedByCount "10" @default.
- W2969157684 countsByYear W29691576842020 @default.
- W2969157684 countsByYear W29691576842021 @default.
- W2969157684 countsByYear W29691576842022 @default.
- W2969157684 countsByYear W29691576842023 @default.
- W2969157684 crossrefType "journal-article" @default.
- W2969157684 hasAuthorship W2969157684A5084200697 @default.
- W2969157684 hasAuthorship W2969157684A5084219004 @default.
- W2969157684 hasConcept C124101348 @default.
- W2969157684 hasConcept C127413603 @default.
- W2969157684 hasConcept C136764020 @default.
- W2969157684 hasConcept C144237770 @default.
- W2969157684 hasConcept C177142836 @default.
- W2969157684 hasConcept C199022921 @default.
- W2969157684 hasConcept C199360897 @default.
- W2969157684 hasConcept C21200559 @default.
- W2969157684 hasConcept C24326235 @default.
- W2969157684 hasConcept C2777382242 @default.
- W2969157684 hasConcept C2780009758 @default.
- W2969157684 hasConcept C2781416736 @default.
- W2969157684 hasConcept C33923547 @default.
- W2969157684 hasConcept C41008148 @default.
- W2969157684 hasConcept C49740808 @default.
- W2969157684 hasConcept C527412718 @default.
- W2969157684 hasConceptScore W2969157684C124101348 @default.
- W2969157684 hasConceptScore W2969157684C127413603 @default.
- W2969157684 hasConceptScore W2969157684C136764020 @default.
- W2969157684 hasConceptScore W2969157684C144237770 @default.
- W2969157684 hasConceptScore W2969157684C177142836 @default.
- W2969157684 hasConceptScore W2969157684C199022921 @default.
- W2969157684 hasConceptScore W2969157684C199360897 @default.
- W2969157684 hasConceptScore W2969157684C21200559 @default.
- W2969157684 hasConceptScore W2969157684C24326235 @default.
- W2969157684 hasConceptScore W2969157684C2777382242 @default.
- W2969157684 hasConceptScore W2969157684C2780009758 @default.
- W2969157684 hasConceptScore W2969157684C2781416736 @default.
- W2969157684 hasConceptScore W2969157684C33923547 @default.
- W2969157684 hasConceptScore W2969157684C41008148 @default.
- W2969157684 hasConceptScore W2969157684C49740808 @default.
- W2969157684 hasConceptScore W2969157684C527412718 @default.
- W2969157684 hasIssue "3" @default.
- W2969157684 hasLocation W29691576841 @default.
- W2969157684 hasOpenAccess W2969157684 @default.
- W2969157684 hasPrimaryLocation W29691576841 @default.
- W2969157684 hasRelatedWork W1481472120 @default.
- W2969157684 hasRelatedWork W1538386239 @default.
- W2969157684 hasRelatedWork W1973141406 @default.
- W2969157684 hasRelatedWork W2037362920 @default.
- W2969157684 hasRelatedWork W2042580993 @default.
- W2969157684 hasRelatedWork W2232640127 @default.
- W2969157684 hasRelatedWork W2885187933 @default.
- W2969157684 hasRelatedWork W3125328437 @default.
- W2969157684 hasRelatedWork W4210819927 @default.
- W2969157684 hasRelatedWork W4240140868 @default.
- W2969157684 hasVolume "7" @default.
- W2969157684 isParatext "false" @default.
- W2969157684 isRetracted "false" @default.
- W2969157684 magId "2969157684" @default.
- W2969157684 workType "article" @default.