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tinyVAST: Multivariate Spatio-Temporal Models using Structural Equations
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.
Getting started
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Package details |
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| Author | James T. Thorson [aut, cre] (<https://orcid.org/0000-0001-7415-1010>), Sean C. Anderson [aut] (<https://orcid.org/0000-0001-9563-1937>) |
| Maintainer | James T. Thorson <James.Thorson@noaa.gov> |
| License | GPL-3 |
| Version | 1.0.1 |
| URL | https://vast-lib.github.io/tinyVAST/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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