probability integral transform

Transform from any distribution to uniform and back:

• apply inverse CDF for uniform to distribution
  • e.g. norm.ppf(x) stretches the outer regions of the $\text{Uniform}(0,1)$ to yield a normal. This works for this for arbitrary (univariate) probability distributions.
• apply CDF (.cdf()) for arbitrary distribution to uniform

Used with copulas.