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Normalization by maximum PSD value while calculating frequency based HRV metrics

Open himalayajung opened this issue 11 months ago • 2 comments

I understand the rationale to normalize PSD values by the maximum PSD value since it makes it easier to compare different PSD methods (at least visually). (normalize=True is the default value in https://github.com/neuropsychology/NeuroKit/blob/master/neurokit2/hrv/hrv_frequency.py) However, doesn't the normalization change the PSD values and hence the frequency HRV metrics values? Also I think it changes the unit of PSD?

Is normalization recommended while calculating frequency HRV metrics?

himalayajung avatar Aug 03 '23 18:08 himalayajung