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Normalization

Formulation is below.

Normalization

X' is changed data. X is original data. Ave is average . StDev is standard deviation.

After normalization, average is 0 and standard deviation is 1. And X' is dimensionless quantity.

Normalization is useful when different dimensions are included in the analysis.




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