Abstract
At present, almost all methods of quantitative EEG analysis are based on certain implicit assumptions regarding the statistical characteristics of EEG, particularly with respect to the extent of stationarity and Gaussianity of the signal. Different EEG parameters are usually derived from averaged EEG signal, based on extended periods of time and/or broad fixed frequency bands for a specific lead. However, the averaging of the EEG signal might not only mask the dynamics of EEG characteristics, but also may lead to ambiguous data interpretation.
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