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Normalising various time series, best approach

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Bran
Bran 2015-7-1
I was wondering what the best approach for comparing several time series (different units). Which approach would be best: I am guessing standardising (z scores) however, as one of the time series is fairly static whilst the others vary quite significantly I was wondering which would be the best approach and if there was a neat way to do this in MATLAB

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