tinyVAST

Multivariate Spatio-Temporal Models using Structural Equations

CRAN Package

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.


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  • Imports16 packages
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