English Laplace's approximation Cited by user Bender235 on 26 Feb 2024 Laplace's approximation provides an analytical expression for a posterior probability distribution by fitting a Gaussian distribution with a mean equal to the MAP…
English Bernstein–von Mises theorem Cited by user Bender235 on 23 Feb 2024 In Bayesian inference, the Bernstein–von Mises theorem provides the basis for using Bayesian credible sets for confidence statements in parametric models.