Probabilistic Models, Sampling Methods, Machine Learning, Editors Pick, Hands On Tutorials.
Sampling Here, every iteration is independent, because each is performed blindly (without knowledge of the previous sampling result). Simple MC uses a simple-to-sample (well-defined) distribution. Though we won’t discuss these extensively here, simple MC sampling is further subcategorized into: