Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
distribution q(x), and we get an estimation of 0.949 and a variance of 0.304. See that we are able to get the estimate by sampling from a different distribution! Comparison The distribution q(x) might be too similar to p(x) that you probably doubt the ability of importance sampling, now let’s try