computing the magnitude of error

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mehboob_iiui

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I am using matlab to analyze different types of filters, at the end of each filtering process , I get an error signal,

I want to compute the magnitude of this error for a complete signal in the form of a number,

what is the best way to compute this magnitude.
 

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