How to use the cross-spectral density to calculate the phase shift of two related signals

Question

I\'ve two signals, from which I expect that one is responding on the other, but with a certain phase shift.

Now I would like to calculate the coherence or the normalize

Answer 1

I've prepared a Jupyter Notebook which explains the cross-spectral analysis including its uncertainty.

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