FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2287232709> ?p ?o ?g. }

• W2287232709 abstract "In Science, Reshef et al. (2011) proposed the concept of equitability for measures of dependence between two random variables. To this end, they proposed a novel measure, the maximal information coefficient (MIC). Recently a PNAS paper (Kinney and Atwal, 2014) gave a mathematical definition for equitability. They proved that MIC in fact is not equitable, while a fundamental information theoretic measure, the mutual information (MI), is self-equitable. In this paper, we show that MI also does not correctly reflect the proportion of deterministic signals hidden in noisy data. We propose a new equitability definition based on this scenario. The copula correlation (Ccor), based on the L1-distance of copula density, is shown to be equitable under both definitions. We also prove theoretically that Ccor is much easier to estimate than MI. Numerical studies illustrate the properties of the measures." @default.
• W2287232709 created "2016-06-24" @default.
• W2287232709 creator A5064842058 @default.
• W2287232709 creator A5071052954 @default.
• W2287232709 date "2013-12-27" @default.
• W2287232709 modified "2023-09-27" @default.
• W2287232709 title "Copula Correlation: An Equitable Dependence Measure and Extension of Pearson's Correlation" @default.
• W2287232709 cites W105785986 @default.
• W2287232709 cites W1534373011 @default.
• W2287232709 cites W1638081485 @default.
• W2287232709 cites W1817128614 @default.
• W2287232709 cites W1853253214 @default.
• W2287232709 cites W1965817835 @default.
• W2287232709 cites W1973369609 @default.
• W2287232709 cites W1983874169 @default.
• W2287232709 cites W1992635476 @default.
• W2287232709 cites W2001423141 @default.
• W2287232709 cites W2003823268 @default.
• W2287232709 cites W2004060143 @default.
• W2287232709 cites W2013987542 @default.
• W2287232709 cites W2014078900 @default.
• W2287232709 cites W2018582985 @default.
• W2287232709 cites W2029698240 @default.
• W2287232709 cites W2048580686 @default.
• W2287232709 cites W2049918045 @default.
• W2287232709 cites W2070086983 @default.
• W2287232709 cites W2078981043 @default.
• W2287232709 cites W2080722576 @default.
• W2287232709 cites W2083138969 @default.
• W2287232709 cites W2085584017 @default.
• W2287232709 cites W2090804142 @default.
• W2287232709 cites W2092939357 @default.
• W2287232709 cites W2095512447 @default.
• W2287232709 cites W2100600008 @default.
• W2287232709 cites W2100983309 @default.
• W2287232709 cites W2101985079 @default.
• W2287232709 cites W2108447811 @default.
• W2287232709 cites W2114771311 @default.
• W2287232709 cites W2120452721 @default.
• W2287232709 cites W2125150867 @default.
• W2287232709 cites W2129905273 @default.
• W2287232709 cites W2139020869 @default.
• W2287232709 cites W2143512982 @default.
• W2287232709 cites W2143908925 @default.
• W2287232709 cites W2149350210 @default.
• W2287232709 cites W2163288162 @default.
• W2287232709 cites W2165700458 @default.
• W2287232709 cites W2166121267 @default.
• W2287232709 cites W2168188588 @default.
• W2287232709 cites W2949194372 @default.
• W2287232709 cites W2951637626 @default.
• W2287232709 cites W3102856827 @default.
• W2287232709 cites W3122566258 @default.
• W2287232709 doi "https://doi.org/10.5555/3122009.3176815" @default.
• W2287232709 hasPublicationYear "2013" @default.
• W2287232709 type Work @default.
• W2287232709 sameAs 2287232709 @default.
• W2287232709 citedByCount "5" @default.
• W2287232709 countsByYear W22872327092014 @default.
• W2287232709 countsByYear W22872327092015 @default.
• W2287232709 countsByYear W22872327092016 @default.
• W2287232709 crossrefType "posted-content" @default.
• W2287232709 hasAuthorship W2287232709A5064842058 @default.
• W2287232709 hasAuthorship W2287232709A5071052954 @default.
• W2287232709 hasBestOaLocation W22872327091 @default.
• W2287232709 hasConcept C105795698 @default.
• W2287232709 hasConcept C117220453 @default.
• W2287232709 hasConcept C121332964 @default.
• W2287232709 hasConcept C121694360 @default.
• W2287232709 hasConcept C121864883 @default.
• W2287232709 hasConcept C122123141 @default.
• W2287232709 hasConcept C124101348 @default.
• W2287232709 hasConcept C149782125 @default.
• W2287232709 hasConcept C152139883 @default.
• W2287232709 hasConcept C17618745 @default.
• W2287232709 hasConcept C199360897 @default.
• W2287232709 hasConcept C2524010 @default.
• W2287232709 hasConcept C2778029271 @default.
• W2287232709 hasConcept C2780009758 @default.
• W2287232709 hasConcept C2780092901 @default.
• W2287232709 hasConcept C33923547 @default.
• W2287232709 hasConcept C41008148 @default.
• W2287232709 hasConcept C55078378 @default.
• W2287232709 hasConceptScore W2287232709C105795698 @default.
• W2287232709 hasConceptScore W2287232709C117220453 @default.
• W2287232709 hasConceptScore W2287232709C121332964 @default.
• W2287232709 hasConceptScore W2287232709C121694360 @default.
• W2287232709 hasConceptScore W2287232709C121864883 @default.
• W2287232709 hasConceptScore W2287232709C122123141 @default.
• W2287232709 hasConceptScore W2287232709C124101348 @default.
• W2287232709 hasConceptScore W2287232709C149782125 @default.
• W2287232709 hasConceptScore W2287232709C152139883 @default.
• W2287232709 hasConceptScore W2287232709C17618745 @default.
• W2287232709 hasConceptScore W2287232709C199360897 @default.
• W2287232709 hasConceptScore W2287232709C2524010 @default.
• W2287232709 hasConceptScore W2287232709C2778029271 @default.
• W2287232709 hasConceptScore W2287232709C2780009758 @default.
• W2287232709 hasConceptScore W2287232709C2780092901 @default.
• W2287232709 hasConceptScore W2287232709C33923547 @default.
• W2287232709 hasConceptScore W2287232709C41008148 @default.

• next