


Demo7 - MULTIVARIATE AUTOREGRESSIVE Analysis:
1) Simulates a MVAR process
2) Estimatess MVAR parameters
3) Displays the PDC for the original parameters and its estimates
demo7(k)
k if k is a skalar between 1 to 5: use simulation k from Baccala et al. [1]
demo7(eeg)
demonstrates the simulation of Kus et al. [3]
see also: BACCALA2001, MVAR, MVFILTER, PLOTA, demo/demo7
Reference(s):
[1] Baccala LA, Sameshima K. (2001)
Partial directed coherence: a new concept in neural structure determination.
Biol Cybern. 2001 Jun;84(6):463-74.
[2] M. Kaminski, M. Ding, W. Truccolo, S.L. Bressler, Evaluating causal realations in neural systems:
Granger causality, directed transfer functions and statistical assessment of significance.
Biol. Cybern., 85,145-157 (2001)
[3] R. Kus, M. Kaminski, K.J.Blinowska, Determination of EEG Activity Propagation -
Pairwise vs. Multichannel Estimate. IEEE Trans. Biomedical
Engineering 51(9) 1501-1510 (Sep 2004);
[4] http://biosig.sf.net/