I know that we use the frequency response to determine the properties gain and phase delay of a filter. However, I was wondering if this is enough for a complet characterization of the the filter for e.g. in terms of noise attenuation.
For example: I have a low pass filter. Am I guaranteed to attenuate e.g. colored noise?