Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
samples to approximate the value. This time we get an estimation value of 0.995, but a variance of 83.36. The reason comes from p(x)/q(x), as two distributions are too different from each other could result in a huge difference in this value, thus increasing the variance. The rule of thumb is to