Granger Causal Connectivity Analysis: A MATLAB Toolbox
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[1] Anil K. Seth. Measuring Autonomy by Multivariate Autoregressive Modelling , 2007, ECAL.
[2] Daniele Marinazzo,et al. Radial basis function approach to nonlinear Granger causality of time series. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.
[3] J. Durbin,et al. Testing for serial correlation in least squares regression. I. , 1950, Biometrika.
[4] P. Phillips,et al. Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root? , 1992 .
[5] K. Kendrick,et al. Partial Granger causality—Eliminating exogenous inputs and latent variables , 2008, Journal of Neuroscience Methods.
[6] R. Tibshirani,et al. An introduction to the bootstrap , 1993 .
[7] Anil K Seth,et al. Theories and measures of consciousness: an extended framework. , 2006, Proceedings of the National Academy of Sciences of the United States of America.
[8] Jonathan D. Cryer,et al. Time Series Analysis , 1986 .
[9] G. Rangarajan,et al. Multiple Nonlinear Time Series with Extended Granger Causality , 2004 .
[10] C. Granger. Investigating causal relations by econometric models and cross-spectral methods , 1969 .
[11] Mingzhou Ding,et al. Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance , 2001, Biological Cybernetics.
[12] Mark W. Woolrich,et al. Network modelling methods for FMRI , 2011, NeuroImage.
[13] William W. S. Wei,et al. Time series analysis - univariate and multivariate methods , 1989 .
[14] Rainer Goebel,et al. The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution , 2011, NeuroImage.
[15] Robert Tibshirani,et al. An Introduction to the Bootstrap , 1994 .
[16] Jeffrey L. Krichmar,et al. Spatial navigation and causal analysis in a brain-based device modeling cortical-hippocampal interactions , 2007, Neuroinformatics.
[17] A. Seth. Causal connectivity of evolved neural networks during behavior. , 2005, Network.
[18] Anil K. Seth,et al. Measuring Autonomy and Emergence via Granger Causality , 2010, Artificial Life.
[19] Steven L. Bressler,et al. Wiener–Granger Causality: A well established methodology , 2011, NeuroImage.
[20] Joachim Gross,et al. The effect of filtering on Granger causality based multivariate causality measures , 2010, NeuroImage.
[21] Partha P. Mitra,et al. Observed Brain Dynamics , 2007 .
[22] Mingzhou Ding,et al. Analyzing multiple spike trains with nonparametric granger causality , 2009, Journal of Computational Neuroscience.
[23] Y. Benjamini,et al. Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .
[24] J. Geweke,et al. Measurement of Linear Dependence and Feedback between Multiple Time Series , 1982 .
[25] Mingzhou Ding,et al. Analyzing information flow in brain networks with nonparametric Granger causality , 2008, NeuroImage.
[26] Anil K. Seth,et al. A MATLAB toolbox for Granger causal connectivity analysis , 2010, Journal of Neuroscience Methods.
[27] Rainer Goebel,et al. Mapping directed influence over the brain using Granger causality and fMRI , 2005, NeuroImage.
[28] Anil K. Seth,et al. Causal networks in simulated neural systems , 2008, Cognitive Neurodynamics.
[29] Jie Cui,et al. 2008 Special Issue: BSMART: A Matlab/C toolbox for analysis of multichannel neural time series , 2008 .
[30] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[31] Michael Eichler,et al. Abstract Journal of Neuroscience Methods xxx (2005) xxx–xxx Testing for directed influences among neural signals using partial directed coherence , 2005 .
[32] Xue Wang,et al. Estimating Granger causality after stimulus onset: A cautionary note , 2008, NeuroImage.
[33] Anil K. Seth,et al. Granger causality , 2007, Scholarpedia.
[34] S. Bressler,et al. Granger Causality: Basic Theory and Application to Neuroscience , 2006, q-bio/0608035.
[35] A. Seth,et al. Multivariate Granger causality and generalized variance. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.
[36] Axel Cleeremans,et al. Measuring consciousness: relating behavioural and neurophysiological approaches , 2008, Trends in Cognitive Sciences.
[37] Anil K. Seth,et al. Distinguishing Causal Interactions in Neural Populations , 2007, Neural Computation.
[38] H. Akaike. A new look at the statistical model identification , 1974 .
[39] Luiz A. Baccalá,et al. Partial directed coherence: a new concept in neural structure determination , 2001, Biological Cybernetics.
[40] Hualou Liang,et al. Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment , 2000, Biological Cybernetics.
[41] A. Seth,et al. Granger causality and transfer entropy are equivalent for Gaussian variables. , 2009, Physical review letters.
[42] Karl J. Friston. Causal Modelling and Brain Connectivity in Functional Magnetic Resonance Imaging , 2009, PLoS biology.
[43] Kaustubh Supekar,et al. Multivariate dynamical systems models for estimating causal interactions in fMRI , 2011, NeuroImage.
[44] Xiaoping Hu,et al. Effect of hemodynamic variability on Granger causality analysis of fMRI , 2010, NeuroImage.
[45] Arnaud Delorme,et al. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis , 2004, Journal of Neuroscience Methods.
[46] C. Segebarth,et al. Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation , 2008, PLoS biology.
[47] J. Durbin,et al. Testing for serial correlation in least squares regression. II. , 1950, Biometrika.