Probabilistic Models, Sampling Methods, Machine Learning, Editors Pick, Hands On Tutorials.
samples xᵢ from a distribution p(x) as single realizations whose probability distribution is p(x). This is in contrast to some other places in statistics where a sample x might refer to a collection of realizations Monte Carlo Monte Carlo methods have 2 goals: (1) to generate samples from a given