Standardize, Probability Density, Random Variable, Python, Statistics.
1 Theory Given a random variable (r.v.) X with support Xₛ, to “standardize” means to define a new r.v. Z with support Zₛ through a transformation φ such that (1) where μₓ and σₓ are the mean and standard deviation of X. The φ transformation implies the following substitution Σ (2) Since the