Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
says: The distribution of s approaches the normal as N gets large. The mean of that normal is the expectation we’re trying to calculate and its variance is the variance of f(x) scaled down by N. What is the importance sampling? We start by introducing a new distribution q(x). As we’ll see this is