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I have used 5th moment of my data as a feature for classification and it gives good results, but i don't know what it measures? is it a shape parameter like kurtosis and skewness? I'm using matlab's

m=moment(X,order);

which returns the central sample moment of X specified by the positive integer order.

Rashid
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  • How are you defining the 5th moment? As the expected value of X to the 5th power, as a moment about the mean, or in some other way? I'm thinking that it will act in concert with the skewness - if skewness is negative, so will your 5th moment be negative. If skewness is positive, so will your 5th moment be postive. – soakley Aug 04 '14 at 22:07
  • I've edited my question. we say that skewness measures the asymmetry of distribution but what about 5th moment since it provides such good results. – Rashid Aug 05 '14 at 05:23

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