A Fast Linear Regression via SVD and Marginalization

Philip Greengard, Andrew Gelman, Aki Vehtari

We describe a numerical scheme for evaluating the posterior moments of Bayesian linear regression models with partial pooling of the coefficients. The principal analytical tool of…