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Multiplying by a complex number causes a rescaling by the magnitude and a rotation by the angle. This is why when you multiply two complex numbers, you multiply the magnitudes and add the angles. The only signal for which a complex multiplication (rescale and rotation) is the equivalent of a phase shift is a single complex pure tone (looks like a spring, ...

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