Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
sampling. Those interested in Gibbs sampling only can skip this section. Inversion sampling Given any cumulative distribution function F(x) one can generate random variable from it following the steps below: Generate a sample from the Uniform U~[0,1] Solve F(X)=U for X, or equivalently finding X =