I learned about Markov Chain Monte Carlo (MCMC) algorithm a little bit during my phd but I did not record my thoughts back then. In this post, I revisit the core concept of MCMC, particularly focusing on illustrating the Metropolis-Hastings (MH) algorithm. What is the motivation of MCMC? Suppose you have observed some data . …
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