Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
parameter θ is modeled as a random variable (Recall Bayesian vs Frequentists section in this article) with a certain probability distribution. The MMSE, LAE (Least Absolute Error), and MAP are all special types of Bayes estimators. Define the cost or loss function C as a cost of choosing the