Matching prior pairs connecting Maximum A Posteriori estimation and posterior expectation

Michiko Okudo, Keisuke Yano

Bayesian statistics has two common measures of central tendency of a posterior distribution: posterior means and Maximum A Posteriori (MAP) estimates. In this paper, we discuss a c…