Formulation is below.
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.
NEXT Logit Transformation and Probit TransformationTweet