Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
of MH. In a similar fashion with the rejection and importance sampling, it requires a proposal distribution q(x) and involves the sampling of a candidate x given the current state. That is, a new sample is drawn from q(x(i+1)|x(i)), i.e. given the current state. This sample however is not