Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
the above methods are effective in low dimensions, however, when dimensionality grows, sampling with these methods becomes problematic. A different class of methods needs to be used. This class of methods is based on Markov Chain Monte Carlo (MCMC). A Markov Chain is a stochastic process in which