Package: tinyVAST 1.0.0
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.
Authors:
tinyVAST_1.0.0.tar.gz
tinyVAST_1.0.0.tar.gz(r-4.5-noble)tinyVAST_1.0.0.tar.gz(r-4.4-noble)
tinyVAST_1.0.0.tgz(r-4.4-emscripten)tinyVAST_1.0.0.tgz(r-4.3-emscripten)
tinyVAST.pdf |tinyVAST.html✨
tinyVAST/json (API)
NEWS
# Install 'tinyVAST' in R: |
install.packages('tinyVAST', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vast-lib/tinyvast/issues
Pkgdown site:https://vast-lib.github.io
- bering_sea - Survey domain for the eastern and northern Bering Sea surveys
- bering_sea_pollock_ages - Survey catch-rates at age for Alaska pollock in the Eastern and Northern Bering Sea
- bering_sea_pollock_vast - Estimated proportion-at-age for Alaska pollock using VAST
- condition_and_density - Condition and density example
- red_snapper - Presence/absence, count, and biomass data for red snapper
- red_snapper_shapefile - Shapefile for red snapper analysis
- salmon_returns - North Pacific salmon returns
- sea_ice - Arctic September sea ice concentrations
Last updated 2 days agofrom:b5cb441404. Checks:3 OK. Indexed: no.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 13 2025 |
R-4.5-linux-x86_64 | OK | Mar 13 2025 |
R-4.4-linux-x86_64 | OK | Mar 13 2025 |
Exports:add_predictionscAICdelta_gammadelta_lognormaldeviance_explainedintegrate_outputlognormalmake_dsem_rammake_eof_rammake_sem_ramnbinom1nbinom2reload_modelrmvnorm_precrotate_pcasample_variablesfnetwork_evaluatorsfnetwork_meshsimulate_sfnetworktinyVASTtinyVASTcontroltweedie
Dependencies:abindarmassertthatbackportsbootcheckmateclassclassIntcliclisymbolscodacorpcorcpp11crayonDBIdplyre1071fansifishModfmeshergenericsgeometriesglueigraphKernSmoothlatticelifecyclelme4lwgeommagrittrMASSMatrixmgcvmiminqamvtnormnlmenloptrpillarpkgconfigproxypurrrR6rbibutilsRcppRcppEigenRdpackreformulasrlangs2sdmTMBsemsfsfheaderssfnetworksstringistringrtibbletidygraphtidyrtidyselectTMBunitsutf8vctrswithrwk
Comparison with mgcv
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Dynamic structural equation models
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Multiple data types
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Simultaneous autoregressive process
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Spatial factor analysis
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Spatial modeling
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tinyVAST model description
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usingknitr::rmarkdown
on Mar 13 2025.Last update: 2025-03-13
Started: 2025-03-13