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glmmfields

Generalized Linear Mixed Models with Robust Random Fields for Spatiotemporal Modeling

v0.1.8 · Oct 20, 2023 · GPL (>= 3)

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) <doi:10.1002/ecy.2403>.

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GNU make is a SystemRequirements.
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installed package size

  installed size is 93.0Mb
  sub-directories of 1Mb or more:
    libs  92.3Mb
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installed package size

  installed size is 82.4Mb
  sub-directories of 1Mb or more:
    libs  81.7Mb
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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
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NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 93.0Mb
  sub-directories of 1Mb or more:
    libs  92.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 82.4Mb
  sub-directories of 1Mb or more:
    libs  81.7Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

Dependency Network

Dependencies Reverse dependencies Rcpp assertthat broom broom.mixed cluster dplyr forcats ggplot2 loo mvtnorm nlme RcppParallel reshape2 rstan rstantools +1 more dependencies glmmfields

Version History

new 0.1.8 Mar 9, 2026