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Granger Causality
Granger Causality
Publications: 1,370
|
Citation Count: 9,145
Stemming Variations:
Granger causal, Granger causalities
Cumulative
Annual
Definition Context
(1)
Granger causality is a statistical notion of causal influence based on prediction via vector autoregression. Developed originally in the field of econometrics, it has since found application in a broader arena, particularly in neuroscience. More recently transfer entropy, an information-theoretic measure of time-directed information transfer between jointly dependent processes, has gained traction in a similarly wide field...
Lionel Barnett
,
et al.
Granger Causality and Transfer Entropy Are Equivalent for Gaussian Var...
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Publications
(1370)
Causality effects in return volatility measures with random times
(
Citations: 10
)
Eric Renaultand
,
Bas J. M. Werker
Journal:
Journal of Econometrics - J ECONOMETRICS
, vol. 160, no. 1, pp. 272-279, 2011
Wiener–Granger Causality: A well established methodology
(
Citations: 11
)
Steven L. Bressler
,
Anil K. Seth
Journal:
Journal of Neuroimmunology - J NEUROIMMUNOL
, vol. 58, no. 2, pp. 323-329, 2011
Estimating the directed information to infer causal relationships in ensemble neural spike train recordings
(
Citations: 7
)
Christopher J. Quinn
,
Todd P. Coleman
,
Negar Kiyavash
,
Nicholas G. Hatsopoulos
Journal:
Journal of Computational Neuroscience - JCNS
, vol. 30, no. 1, pp. 17-44, 2011
The renewable energy consumption–growth nexus in Central America
(
Citations: 5
)
Nicholas Apergis
,
James E. Payne
Journal:
Applied Energy - APPL ENERG
, vol. 88, no. 1, pp. 343-347, 2011
Transfer entropy - a model-free measure of effective connectivity for the neurosciences
(
Citations: 4
)
Raul Vicente
,
Michael Wibral
,
Michael Lindner
,
Gordon Pipa
Journal:
Journal of Computational Neuroscience - JCNS
, vol. 30, no. 1, pp. 45-67, 2011