Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation

Willem van den Boom, Galen Reeves, David B. Dunson

Posterior computation for high-dimensional data with many parameters can be challenging. This article focuses on a new method for approximating posterior distributions of a low- to…