Bayesian Analysis of Spatial Generalized Linear Mixed Models with Laplace Random Fields

Adam Walder, Ephraim M. Hanks

Gaussian random field (GRF) models are widely used in spatial statistics to capture spatially correlated error. We investigate the results of replacing Gaussian processes with Lapl…