Standardize, Probability Density, Random Variable, Python, Statistics.
transformation φ is monotonically incresasing (3) we can say that (4) where F(•) is the Cumulative Probability Function (CDF). Therefore (5) Beware: equation (5) does not mean that they are the same function, it means that the X CDF as a function of x yields the same result of the Z CDF as a