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MVAR results of one child. Multivariate AR parameter matrices during preictal (A), ictal (B), and postictal periods (C) are shown, illustrating the dominance of all diagonal entries. Furthermore, estimated time series of electrodes T3 (D) and T4 (E) are depicted, where the blue line represents the use of univariate estimation (only one channel is used) and the gray line depicts the use of multivariate estimation (all channels are included to the model). Specific time points of MVAR parameter shown in (A) to (C) are marked in (D) and (E) by dashed red lines.
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