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tinyVAST  

Multivariate Spatio-Temporal Models using Structural Equations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tinyVAST", "1.4.0")



Attach the package and use:
library("tinyVAST")
Maintained by
James T. Thorson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-13
Latest Update: 2025-07-19
Description:
Fits a wide variety of multivariate spatio-temporal models with simultaneous and lagged interactions among variables (including vector autoregressive spatio-temporal ('VAST') dynamics) for areal, continuous, or network spatial domains. It includes time-variable, space-variable, and space-time-variable interactions using dynamic structural equation models ('DSEM') as expressive interface, and the 'mgcv' package to specify splines via the formula interface.See Thorson et al. (2024) <doi:10.48550/arXiv.2401.10193> for more details.
How to cite:
James T. Thorson (2025). tinyVAST: Multivariate Spatio-Temporal Models using Structural Equations. R package version 1.4.0, https://cran.r-project.org/web/packages/tinyVAST. Accessed 07 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-03-13 13:40), 1.0.1 (2025-03-21 07:10), 1.1.0 (2025-05-03 04:40), 1.1.1 (2025-05-07 14:40), 1.2.0 (2025-07-20 01:40), 1.3.0 (2025-09-13 17:50), 1.4.0 (2025-12-21 00:20), 1.5.0 (2026-03-23 22:40), 1.5.1 (2026-04-14 19:30)
Other packages that cited tinyVAST R package
View tinyVAST citation profile
Other R packages that tinyVAST depends, imports, suggests or enhances
Complete documentation for tinyVAST
Functions, R codes and Examples using the tinyVAST R package
Full tinyVAST package functions and examples
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