We demonstrate the use of auxiliary (or latent) variables for sampling non-standard densities which arise in the context of the Bayesian analysis of non-conjugate and hierarchical models by using a ...

Suyu Liu, Ying Yuan, Richard Castillo, Thomas Guerrero, Valen E. Johnson, Evaluation of Image Registration Spatial Accuracy Using a Bayesian Hierarchical Model, Biometrics, Vol. 70, No. 2 (JUNE 2014), ...