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For a long time, EEG has been used for diagnosing mental disorders, for the EEG is an easy technique to acquire such signals. Time series methods are used to study the data since EEG records can be seem as time series. Such methods can be divided into two categories, stochastic and deterministic. Several methods in both categories require the signal to be stationary. Although many works acknowledge...
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