Rejection Sampling, Monte Carlo, Sampling Methods, Probability Distributions, Statistics.
look like as shown below: Source: Author If we repeat this algorithm many times we would end up having a plot that would look like this: Source: Author As should be evident, a lot of samples will be rejected 😩 One remedy is to reduce the rejection area by choosing another proposal distribution