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sdmTMB  

Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB'
View on CRAN: Click here


Download and install sdmTMB package within the R console
Install from CRAN:
install.packages("sdmTMB")

Install from Github:
library("remotes")
install_github("cran/sdmTMB")

Install by package version:
library("remotes")
install_version("sdmTMB", "0.8.1")



Attach the package and use:
library("sdmTMB")
Maintained by
Sean C. Anderson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-10
Latest Update: 2025-07-29
Description:
Implements spatial and spatiotemporal GLMMs (Generalized Linear Mixed Effect Models) using 'TMB', 'fmesher', and the SPDE (Stochastic Partial Differential Equation) Gaussian Markov random field approximation to Gaussian random fields. One common application is for spatially explicit species distribution models (SDMs). See Anderson et al. (2022) .
How to cite:
Sean C. Anderson (2023). sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB'. R package version 0.8.1, https://cran.r-project.org/web/packages/sdmTMB. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.2.1 (2023-01-10 19:50), 0.3.0 (2023-01-28 08:30), 0.4.0 (2023-10-20 17:30), 0.4.1 (2023-11-03 08:20), 0.4.2 (2024-01-18 05:30), 0.4.3 (2024-02-29 02:40), 0.5.0 (2024-04-03 22:10), 0.6.0 (2024-05-30 02:00), 0.7.0 (2025-04-01 23:30), 0.7.2 (2025-06-19 23:20), 0.7.4 (2025-07-29 21:30), 0.8.0 (2025-11-26 07:20), 0.8.1 (2026-01-08 09:40)
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Complete documentation for sdmTMB
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