Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
this time we are not trying to compute the exact value of posterior. This is important since we do not need to worry about the denominator because it is independent of the parameter. Therefore, all is needed is to maximize the product of likelihood and the prior probability. Remember, P(X|θ) is the