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Suggestions for tutorials to add: #35

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@dillancellier
  1. Tutorial overviewing ACF oscillatory parameters, and their interpretations (or lack thereof?): Oscillatory parameters are not easily related to time-domain oscillatory properties. Also, nested oscillations are not going to be captured well (this is mentioned briefly here https://voyteklab.com/timescale-methods/tutorials/tutorial_03_ACF.html#Fitting:-1d ).
  2. Also, why you might want to not fit the Cos parameter at all (if you only care about tau)! Also, maybe add something about notch filtering oscillations if you just want to get rid of them from the raw signal entirely.
  3. Tutorial showing alignment of ACF tau and PSD knee parameters given the same timeseries, and that this depends on FS (due to estimation bias as the knee goes to higher frequencies)

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