glmmfields (version 0.1.7)

Generalized Linear Mixed Models with Robust Random Fields for Spatiotemporal Modeling

Description

Implements Bayesian spatial and spatiotemporal models that optionally allow for extreme spatial deviations through time. 'glmmfields' uses a predictive process approach with random fields implemented through a multivariate-t distribution instead of the usual multivariate normal. Sampling is conducted with 'Stan'. References: Anderson and Ward (2019) .

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install.packages('glmmfields')

Monthly Downloads

770

Version

0.1.7

License

GPL (>= 3)

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Last Published

March 10th, 2023

Functions in glmmfields (0.1.7)