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NOAA Fisheries Integrated Toolbox

Tool: Spatial GLMMs in R with Stan (glmmfields)


Authors

Sean Andersen, Eric Ward

Description

The glmmfields R package implements Bayesian spatiotemporal models that allow for extreme spatial deviations through time. It uses a predictive process approach with random fields implemented through a multivariate-t distribution instead of a multivariate normal. The models are fit with Stan.

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