References#
Baccala L.A. and Sameshima K. Partial directed coherence: a new concept in neural structure determination. Biological Cybernetics. 84. 463-474. https://doi.org/10.1007/PL00007990
Barrett A.B., Barnett L. and Seth A.K. Multivariate Granger causality and generalized variance. Physical Review E. E81, 041907. http://dx.doi.org/10.1103/PhysRevE.81.041907
Burnham K.P. and Anderson D.R. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. Springer. ISBN: 9780387224565
Chatfield C. The Analysis of Time Series: An Introduction. Chapman and Hall. ISBN: 9780429208706
Colclough G.L., Brookes M.J., Smith S.M., Woolrich M.W. A symmetric multivariate leakage correction for MEG connectomes. NeuroImage. 117. 439-448. http://dx.doi.org/10.1016/j.neuroimage.2015.03.071
Ding M., Bressler S.L., Weiming Y. and Liang H. Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biological Cybernetics. 83(1) 35-45. https://doi.org/10.1007/s004229900137
Durbin, J., & Watson, G. S. (1950). Testing For Serial Correlation In Least Squares Regression. I. Biometrika, 37(3–4), 409–428. https://doi.org/10.1093/biomet/37.3-4.409
Durbin, J., & Watson, G. S. (1951). Testing For Serial Correlation In Least Squares Regression. II. Biometrika, 38(1–2), 159–178. https://doi.org/10.1093/biomet/38.1-2.159
Fasoula A, Attal Y and Schwartz D. Comparative performance evaluation of data-driven causality measures applied to brain networks. Journal of Neuroscience Methods. 215(2). 170-189. https://doi.org/10.1016/j.jneumeth.2013.02.021
Kaminski M.J. and Blinowska K.J. A new method of the description of the information flow in the brain structures. Biological Cybernetics. 65(3) 203-210. http://dx.doi.org/10.1007/BF00198091
Kasdin, N.J. Discrete Simulation of Colored Noise and Stochastic Processes and 1/f^alpha Power Law Noise Generation, Proceedings of the IEEE, Vol. 83, No. 5, 1995, pp. 802-827.
Korzeniewska A, Mańczakb M, Kamiński M, Blinowska K.J. and Kasicki S. Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method. Journal of Neuroscience Methods. 125(1-2). 195-207. https://doi.org/10.1016/S0165-0270(03)00052-9
Krzywinski M, Schein J, Birol I, Connors J, Gascoyne R, Horsman D, Jones S.J. and Marra M.A. Circos: an Information Aesthetic for Comparative Genomics. Genome Res. 19(9). 1639-1645. http://dx.doi.org/10.1101/gr.092759.109
Lutkepohl H. New Introduction to Multiple Time Series Analysis. Springer. ISBN: 9783540262398
Marple Jr, L.S. Digital Spectral Analysis: With Applications. Prentice-Hall. ISBN: 9780132141499
Neumaier A. and Schneider T. Estimation of parameters and eigenmodes of multivariate autoregressive models. ACM Transactions on Mathematical Software. 27(1). 27-57. http://dx.doi.org/10.1145/382043.382304
Pascual-Marqui R.D., Biscay R.J., Bosch-Bayard J., Lehmann D., Kochi K., Kinoshita T., Yamada N. and Sadato N. Assessing direct paths of intracortical causal information flow of oscillatory activity with the isolated effective coherence (iCOH). Frontiers in Human Neuroscience. 8. 448. http://dx.doi.org/10.3389/fnhum.2014.00448
Pascual-Marqui R.D., Biscay R.J., Bosch-Bayard J., Faber P., Kinoshita T., Kochi K., Milz P., Nishida K. and Yoshimura M. Innovations orthogonalization: a solution to the major pitfalls of EEG/MEG “leakage correction”. Biorxiv. https://doi.org/10.1101/178657
Penny W.D. Signal Processing Course. https://www.fil.ion.ucl.ac.uk/~wpenny/course/course.html
Quinn A.J. and Hymers M. SAILS: Spectral Analysis In Linear Systems. Journal of Open Source Software, 5(47), 1982. https://doi.org/10.21105/joss.01982
Quinn A.J., Green G.G.R. and Hymers, M. Delineating between-subject heterogeneity in alpha networks with Spatio-Spectral Eigenmodes. NeuroImage, 118330. https://doi.org/10.1016/j.neuroimage.2021.118330
Schelter B, Winterhalder M, Eichler M, Peifer M, Hellwig B, Guschlbauer B, Hermann-Lucking C, Dahlhaus R and Timmer J. Testing for directed influences among neural signals using partial directed coherence. Journal of Neuroscience Methods. 152(1-2). 210-219. https://doi.org/10.1016/j.jneumeth.2005.09.001
Quirk M. and Liu B. Improving resolution for autoregressive spectral estimation by decimation. IEEE Transactions on Acoustics, Speech and Signal Processing. 31(3) 630-637. http://dx.doi.org/10.1109/TASSP.1983.1164124
Zhu M and Ghodsi A. Automatic dimensionality selection from the scree plot via the use of profile likelihood. Computational Statistics & Data Analysis. 51(2) 918-930. https://doi.org/10.1016/j.csda.2005.09.010