Data Science, Statistics, Machine Learning.
above figure. Maximum-a-Posteriori Estimation (MAP) MAP takes our prior belief on true parameter into account, while calculating its posterior likelihood. If our prior belief is uniform on the parameter space, MLE is equal to MAP. Method of Moments (MOM) According to the Law of Large Numbers (LLN),