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I am trying to figure out, how I can choose the window, noverlap and nfft for using the mscohere function to obtain the coherence between two time series. The two time series has 5459 samples. Running an FFT I oserved that the highest frequency of the spectra is 0 and the lowest one 44 Hz. If you have any suggestions please let me know.
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I think you may have mistated the highest frequency. "The highest frequency is 0"
Did you mean to say the lowest is 0 and the highest if 44 Hz?
At any rate, you need to know the sampling frequency of your data. You want to set your window long enough to get at least a few periods of the lowest frequency you're interested in. So let's say you really are interested in coherence at 5 Hz at the lowest. Then for a sampling frequency of 1 kHz, 5 Hz is 200 samples, so I would set the window length to 600 samples and overlap them by 50%, just to start with.
Thank you Wayne for your answer. Just to make clear I understood your answer. You divided the sampling frequency by the frequency of interest (in this case:5 Hz) in order to obtain the number of sample / frequency of interest. After that, you multiplied that value by 2 or 3 to obtain window length (in this case:600 samples). My question is: does that means that, window = hanning(600), noverlap = , and nfft = 600?