Exact sparse CAR models in Stan Max Joseph August 20, 2016 This document details sparse exact conditional autoregressive (CAR) models in Stan as an extension of previous work on approximate sparse CAR models in Stan. Sparse representations seem to give order of magnitude efficiency gains, scaling better for large spatial data sets. CAR priors for spatial random effects Conditional autoregressive (
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