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MVGC

swMATH ID:	14339
Software Authors:	Barnett, L.; Seth, A. K.
Description:	The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference. The MVGC Matlab© Toolbox approach to G-causal inference is based on multiple equivalent representations of a VAR model by (i) regression parameters, (ii) the autocovariance sequence and (iii) the cross-power spectral density of the underlying process. It features a variety of algorithms for moving between these representations, enabling selection of the most suitable algorithms with regard to computational efficiency and numerical accuracy.
Homepage:	http://users.sussex.ac.uk/~lionelb/MVGC/html/mvgchelp.html
Keywords:	Granger causality; Vector autoregressive modelling; Time series analysis
Related Software:	GCCA; MuTE; Brain Connectivity Toolbox; NetworkX; ElemStatLearn; IOTA; FieldTrip; TRENTOOL; ChaLearn; JPID; TIM; MILCA; Octave; Python; Matlab; JIDT; SimTB; neuRosim; QSIMVN; sapa
Cited in:	14 Documents

all top 5

1	Amblard, Pierre-Olivier
1	Antonopoulos, Chris G.
1	Barnett, Lionel
1	Barrett, Adam B.
1	Chen, Badong
1	de Camargo, Raphael Yokoingawa
1	De Wel, O.
1	Dereymaeker, A.
1	Dong, Xianling
1	Fasoli, Diego
1	Faugeras, Olivier D.
1	Guàrdia-Olmos, Joan
1	Han, Min
1	Han, Wei
1	Huang, Jian-Jia
1	Jiang, Mengmeng
1	Kugiumtzis, Dimitris
1	Lavanga, M.
1	Li, Baisong
1	Li, Jingjing
1	Li, Jr-Shin
1	Li, Rou
1	Li, Shicheng
1	Malekpour, Sheida
1	Mancho-Fora, Núria
1	Naulaers, G.
1	Nunes, Ronaldo V.
1	Panzeri, Stefano
1	Papana, Angeliki
1	Peró-Cebollero, Maribel
1	Ren, Weijie
1	Reyes, Marcelo Bussotti
1	Saripan, M. Iqbal
1	Seth, Anil K.
1	Sethares, William A.
1	Shann, Wei-Chang
1	Shao, Pei-Chiang
1	Siggiridou, Elsa
1	Singhal, Bharat
1	Song, Haiqing
1	Tsai, Meng-Li
1	Van Huffel, Sabine
1	Wen, Dong
1	Yen, Chen-Tung
1	Yen, Chien-Chang
1	Yu, Shujian
1	Zhou, Wanqi
1	Zhou, Yanhong

all top 5

3	Biological Cybernetics
2	Communications in Nonlinear Science and Numerical Simulation
1	Physica A
1	Information Sciences
1	Neural Networks
1	Journal of Computational Neuroscience
1	Complexity
1	Chaos
1	Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1	Advances and Applications in Statistics
1	The Journal of Mathematical Neuroscience

all top 5

9	Biology and other natural sciences (92-XX)
6	Statistics (62-XX)
3	Game theory, economics, finance, and other social and behavioral sciences (91-XX)
2	Dynamical systems and ergodic theory (37-XX)
1	Combinatorics (05-XX)
1	Statistical mechanics, structure of matter (82-XX)
1	Systems theory; control (93-XX)
1	Information and communication theory, circuits (94-XX)