R package CARramps: Reparameterized and Marginalized Posterior Sampling for Conditional Autoregressive Models. This package fits Bayesian conditional autoregressive models for spatial and spatiotemporal data on a lattice. It uses Nvidia GPUs to perform rejection sampling to obtain independent samples from the joint posterior distribution of model parameters.
Keywords for this software
References in zbMATH (referenced in 1 article )
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- Duncan Lee: CARBayes: An R Package for Bayesian Spatial Modeling with Conditional Autoregressive Priors (2013) not zbMATH