Here we look at the two main concepts that are behind this revolution, the Monte Carlo method and the bootstrap. We will discuss the main principles behind these methods and then see how to apply them in various important contexts, such as in regression and for constructing confidence intervals.
Course link: https://www.coursera.org/learn/stanford-statistics/