FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376875250> ?p ?o ?g. }

• W4376875250 endingPage "806" @default.
• W4376875250 startingPage "806" @default.
• W4376875250 abstract "The quantification of causality is vital for understanding various important phenomena in nature and laboratories, such as brain networks, environmental dynamics, and pathologies. The two most widely used methods for measuring causality are Granger Causality (GC) and Transfer Entropy (TE), which rely on measuring the improvement in the prediction of one process based on the knowledge of another process at an earlier time. However, they have their own limitations, e.g., in applications to nonlinear, non-stationary data, or non-parametric models. In this study, we propose an alternative approach to quantify causality through information geometry that overcomes such limitations. Specifically, based on the information rate that measures the rate of change of the time-dependent distribution, we develop a model-free approach called information rate causality that captures the occurrence of the causality based on the change in the distribution of one process caused by another. This measurement is suitable for analyzing numerically generated non-stationary, nonlinear data. The latter are generated by simulating different types of discrete autoregressive models which contain linear and nonlinear interactions in unidirectional and bidirectional time-series signals. Our results show that information rate causalitycan capture the coupling of both linear and nonlinear data better than GC and TE in the several examples explored in the paper." @default.
• W4376875250 created "2023-05-18" @default.
• W4376875250 creator A5007234030 @default.
• W4376875250 creator A5038481225 @default.
• W4376875250 creator A5091466840 @default.
• W4376875250 date "2023-05-16" @default.
• W4376875250 modified "2023-09-30" @default.
• W4376875250 title "Causality Analysis with Information Geometry: A Comparison" @default.
• W4376875250 cites W1552989040 @default.
• W4376875250 cites W1965556680 @default.
• W4376875250 cites W1995875735 @default.
• W4376875250 cites W2020245429 @default.
• W4376875250 cites W2025010722 @default.
• W4376875250 cites W2025371899 @default.
• W4376875250 cites W2034306513 @default.
• W4376875250 cites W2039380580 @default.
• W4376875250 cites W2039459999 @default.
• W4376875250 cites W2041782669 @default.
• W4376875250 cites W2052524623 @default.
• W4376875250 cites W2066400502 @default.
• W4376875250 cites W2071312622 @default.
• W4376875250 cites W2079656335 @default.
• W4376875250 cites W2107300011 @default.
• W4376875250 cites W2113114335 @default.
• W4376875250 cites W2113630317 @default.
• W4376875250 cites W2113762408 @default.
• W4376875250 cites W2123346926 @default.
• W4376875250 cites W2288420276 @default.
• W4376875250 cites W2482198018 @default.
• W4376875250 cites W2516327767 @default.
• W4376875250 cites W2904276544 @default.
• W4376875250 cites W2943244985 @default.
• W4376875250 cites W2967956122 @default.
• W4376875250 cites W2981480531 @default.
• W4376875250 cites W2993383518 @default.
• W4376875250 cites W3041619576 @default.
• W4376875250 cites W3085538212 @default.
• W4376875250 cites W3113231247 @default.
• W4376875250 cites W3122948292 @default.
• W4376875250 cites W3125459412 @default.
• W4376875250 cites W3194499567 @default.
• W4376875250 cites W3203876648 @default.
• W4376875250 cites W3208616929 @default.
• W4376875250 cites W3214867008 @default.
• W4376875250 cites W4205365706 @default.
• W4376875250 cites W4362735548 @default.
• W4376875250 doi "https://doi.org/10.3390/e25050806" @default.
• W4376875250 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37238561" @default.
• W4376875250 hasPublicationYear "2023" @default.
• W4376875250 type Work @default.
• W4376875250 citedByCount "0" @default.
• W4376875250 crossrefType "journal-article" @default.
• W4376875250 hasAuthorship W4376875250A5007234030 @default.
• W4376875250 hasAuthorship W4376875250A5038481225 @default.
• W4376875250 hasAuthorship W4376875250A5091466840 @default.
• W4376875250 hasBestOaLocation W43768752501 @default.
• W4376875250 hasConcept C102366305 @default.
• W4376875250 hasConcept C105795698 @default.
• W4376875250 hasConcept C106301342 @default.
• W4376875250 hasConcept C111919701 @default.
• W4376875250 hasConcept C117251300 @default.
• W4376875250 hasConcept C119857082 @default.
• W4376875250 hasConcept C121332964 @default.
• W4376875250 hasConcept C121864883 @default.
• W4376875250 hasConcept C129824826 @default.
• W4376875250 hasConcept C149782125 @default.
• W4376875250 hasConcept C154945302 @default.
• W4376875250 hasConcept C158622935 @default.
• W4376875250 hasConcept C159877910 @default.
• W4376875250 hasConcept C182049051 @default.
• W4376875250 hasConcept C28826006 @default.
• W4376875250 hasConcept C33923547 @default.
• W4376875250 hasConcept C41008148 @default.
• W4376875250 hasConcept C62520636 @default.
• W4376875250 hasConcept C64357122 @default.
• W4376875250 hasConcept C9679016 @default.
• W4376875250 hasConcept C98045186 @default.
• W4376875250 hasConceptScore W4376875250C102366305 @default.
• W4376875250 hasConceptScore W4376875250C105795698 @default.
• W4376875250 hasConceptScore W4376875250C106301342 @default.
• W4376875250 hasConceptScore W4376875250C111919701 @default.
• W4376875250 hasConceptScore W4376875250C117251300 @default.
• W4376875250 hasConceptScore W4376875250C119857082 @default.
• W4376875250 hasConceptScore W4376875250C121332964 @default.
• W4376875250 hasConceptScore W4376875250C121864883 @default.
• W4376875250 hasConceptScore W4376875250C129824826 @default.
• W4376875250 hasConceptScore W4376875250C149782125 @default.
• W4376875250 hasConceptScore W4376875250C154945302 @default.
• W4376875250 hasConceptScore W4376875250C158622935 @default.
• W4376875250 hasConceptScore W4376875250C159877910 @default.
• W4376875250 hasConceptScore W4376875250C182049051 @default.
• W4376875250 hasConceptScore W4376875250C28826006 @default.
• W4376875250 hasConceptScore W4376875250C33923547 @default.
• W4376875250 hasConceptScore W4376875250C41008148 @default.
• W4376875250 hasConceptScore W4376875250C62520636 @default.
• W4376875250 hasConceptScore W4376875250C64357122 @default.
• W4376875250 hasConceptScore W4376875250C9679016 @default.
• W4376875250 hasConceptScore W4376875250C98045186 @default.

• next