Linked from

The 6 pages that link to Maximum a posteriori estimation, each with the reason it gives.

• Bayesian inferenceCompared with: It summarizes a posterior by its mode, discarding much of the distribution’s uncertainty.

• Maximum likelihood estimationCompared with: It adds a prior-density term to the log-likelihood objective.