FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2973766909> ?p ?o ?g. }

• W2973766909 abstract "It is well known that the dependence structure for jointly Gaussian variables can be fully captured using correlations, and that the conditional dependence structure in the same way can be described using partial correlations. The partial orrelation does not, however, characterize conditional dependence in many non-Gaussian populations. This paper introduces the local Gaussian partial correlation (LGPC), a new measure of conditional dependence. It is a local version of the partial correlation coefficient that characterizes conditional dependence in a large class of populations. It has some useful and novel properties besides: The LGPC reduces to the ordinary partial correlation for jointly normal variables, and it distinguishes between positive and negative conditional dependence. Furthermore, the LGPC can be used to study departures from conditional independence in specific parts of the distribution. We provide several examples of this, both simulated and real, and derive estimation theory under a local likelihood framework. Finally, we indicate how the LGPC can be used to construct a powerful test for conditional independence, which, again, can be used to detect Granger causality in time series." @default.
• W2973766909 created "2019-09-26" @default.
• W2973766909 creator A5014534687 @default.
• W2973766909 creator A5068098971 @default.
• W2973766909 date "2019-09-20" @default.
• W2973766909 modified "2023-09-27" @default.
• W2973766909 title "The Locally Gaussian Partial Correlation." @default.
• W2973766909 cites W1479829363 @default.
• W2973766909 cites W1546617100 @default.
• W2973766909 cites W1964521314 @default.
• W2973766909 cites W1983846878 @default.
• W2973766909 cites W2004945083 @default.
• W2973766909 cites W2012056446 @default.
• W2973766909 cites W2019124597 @default.
• W2973766909 cites W2019420194 @default.
• W2973766909 cites W2024217574 @default.
• W2973766909 cites W2031619328 @default.
• W2973766909 cites W2045509016 @default.
• W2973766909 cites W2080081864 @default.
• W2973766909 cites W2084649117 @default.
• W2973766909 cites W2087039607 @default.
• W2973766909 cites W2109098759 @default.
• W2973766909 cites W2119471399 @default.
• W2973766909 cites W2125979918 @default.
• W2973766909 cites W2143891888 @default.
• W2973766909 cites W2153575119 @default.
• W2973766909 cites W2161261736 @default.
• W2973766909 cites W2162293148 @default.
• W2973766909 cites W2178225550 @default.
• W2973766909 cites W2528542283 @default.
• W2973766909 cites W2570052615 @default.
• W2973766909 cites W2606792327 @default.
• W2973766909 cites W2743625758 @default.
• W2973766909 cites W2891629873 @default.
• W2973766909 cites W3104145460 @default.
• W2973766909 cites W3123970468 @default.
• W2973766909 cites W3124712229 @default.
• W2973766909 cites W3145642169 @default.
• W2973766909 cites W657606678 @default.
• W2973766909 hasPublicationYear "2019" @default.
• W2973766909 type Work @default.
• W2973766909 sameAs 2973766909 @default.
• W2973766909 citedByCount "1" @default.
• W2973766909 countsByYear W29737669092020 @default.
• W2973766909 crossrefType "posted-content" @default.
• W2973766909 hasAuthorship W2973766909A5014534687 @default.
• W2973766909 hasAuthorship W2973766909A5068098971 @default.
• W2973766909 hasConcept C105795698 @default.
• W2973766909 hasConcept C117220453 @default.
• W2973766909 hasConcept C121332964 @default.
• W2973766909 hasConcept C121864883 @default.
• W2973766909 hasConcept C149782125 @default.
• W2973766909 hasConcept C163716315 @default.
• W2973766909 hasConcept C174920663 @default.
• W2973766909 hasConcept C186215838 @default.
• W2973766909 hasConcept C21430997 @default.
• W2973766909 hasConcept C23922673 @default.
• W2973766909 hasConcept C2524010 @default.
• W2973766909 hasConcept C28826006 @default.
• W2973766909 hasConcept C33923547 @default.
• W2973766909 hasConcept C35651441 @default.
• W2973766909 hasConcept C43555835 @default.
• W2973766909 hasConcept C62520636 @default.
• W2973766909 hasConcept C64357122 @default.
• W2973766909 hasConcept C64708745 @default.
• W2973766909 hasConcept C79772020 @default.
• W2973766909 hasConcept C91602232 @default.
• W2973766909 hasConceptScore W2973766909C105795698 @default.
• W2973766909 hasConceptScore W2973766909C117220453 @default.
• W2973766909 hasConceptScore W2973766909C121332964 @default.
• W2973766909 hasConceptScore W2973766909C121864883 @default.
• W2973766909 hasConceptScore W2973766909C149782125 @default.
• W2973766909 hasConceptScore W2973766909C163716315 @default.
• W2973766909 hasConceptScore W2973766909C174920663 @default.
• W2973766909 hasConceptScore W2973766909C186215838 @default.
• W2973766909 hasConceptScore W2973766909C21430997 @default.
• W2973766909 hasConceptScore W2973766909C23922673 @default.
• W2973766909 hasConceptScore W2973766909C2524010 @default.
• W2973766909 hasConceptScore W2973766909C28826006 @default.
• W2973766909 hasConceptScore W2973766909C33923547 @default.
• W2973766909 hasConceptScore W2973766909C35651441 @default.
• W2973766909 hasConceptScore W2973766909C43555835 @default.
• W2973766909 hasConceptScore W2973766909C62520636 @default.
• W2973766909 hasConceptScore W2973766909C64357122 @default.
• W2973766909 hasConceptScore W2973766909C64708745 @default.
• W2973766909 hasConceptScore W2973766909C79772020 @default.
• W2973766909 hasConceptScore W2973766909C91602232 @default.
• W2973766909 hasLocation W29737669091 @default.
• W2973766909 hasOpenAccess W2973766909 @default.
• W2973766909 hasPrimaryLocation W29737669091 @default.
• W2973766909 hasRelatedWork W1013597937 @default.
• W2973766909 hasRelatedWork W129027880 @default.
• W2973766909 hasRelatedWork W1521979147 @default.
• W2973766909 hasRelatedWork W1557598551 @default.
• W2973766909 hasRelatedWork W1581772533 @default.
• W2973766909 hasRelatedWork W1750260874 @default.
• W2973766909 hasRelatedWork W1983846878 @default.
• W2973766909 hasRelatedWork W2109841311 @default.
• W2973766909 hasRelatedWork W2127704936 @default.
• W2973766909 hasRelatedWork W2293377720 @default.

• next