Restricted Covariance Priors with Applications in Spatial Statistics

Theresa R. Smith, Jon Wakefield, Adrian Dobra

We present a Bayesian model for area-level count data that uses Gaussian random effects with a novel type of G-Wishart prior on the inverse variance--covariance matrix. Specificall…