Approximate Bayesian Inference via Sparse grid Quadrature Evaluation for Hierarchical Models

Joshua Hewitt, Jennifer A. Hoeting

We combine conditioning techniques with sparse grid quadrature rules to develop a computationally efficient method to approximate marginal, but not necessarily univariate, posterio…