Motivating MCMC

Maybe it is my communications background, it took me long time to really “understand” why we need MCMC. Consider a really simple inference problem of trying to recover state from data , in Bayesian inference, we try to compute the posterior distribution In all textbooks, it will just explain that the denominator is hard to…