Xnormalization
Xnormalization is a mathematical concept and statistical technique used to achieve a specific type of data standardization, where the zero point in a distribution is aligned to a standard threshold to facilitate comparisons and analysis. This method is particularly useful in multivariate analysis, where the distribution of multiple variables with varying scales can be difficult to comprehend.
In xnormalization, the distribution of each variable is adjusted so that its mean is zero and its
The term "xnormalization" is an acronym for "eXtended normalization" which was introduced in 2010 as a complement
While xnormalization is used primarily for datasets with non-Gaussian distributions, and it can become tricky to