dsem: Dynamic Structural Equation Models
Applies dynamic structural equation models to time-series datawith generic and simplified specification for simultaneous and laggedeffects. Methods are described in Thorson et al. (2024)"Dynamic structural equation models synthesize ecosystem dynamics constrained by ecological mechanisms."
| Version: | 1.7.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | TMB,Matrix,sem,igraph, utils,RTMB (≥ 1.7.0),ggraph,ggplot2, grid, methods, stats |
| LinkingTo: | TMB,RcppEigen |
| Suggests: | knitr,AER,phylopath,rmarkdown,reshape,gridExtra,dynlm,MARSS,ggpubr,vars,testthat,DHARMa |
| Enhances: | rstan,tmbstan |
| Published: | 2025-09-16 |
| DOI: | 10.32614/CRAN.package.dsem |
| Author: | James Thorson [aut, cre], Maurice Goodman [ctb], Wouter van der Bijl [ctb] (template for d-separation test), Giovanni M. Marchetti [ctr] (creator of ggm, from which functions are copied to avoid dependency on package graph not on CRAN) |
| Maintainer: | James Thorson <James.Thorson at noaa.gov> |
| BugReports: | https://github.com/James-Thorson-NOAA/dsem/issues |
| License: | GPL-3 |
| URL: | https://james-thorson-noaa.github.io/dsem/ |
| NeedsCompilation: | yes |
| Citation: | dsem citation info |
| Materials: | README,NEWS |
| CRAN checks: | dsem results |
Documentation:
| Reference manual: | dsem.html ,dsem.pdf |
| Vignettes: | Dynamic factor analysis (source,R code) Demonstration of selected features (source,R code) dsem model description (source,R code) Spatial diffusion (source,R code) |
Downloads:
| Package source: | dsem_1.7.0.tar.gz |
| Windows binaries: | r-devel:dsem_1.7.0.zip, r-release:dsem_1.7.0.zip, r-oldrel:dsem_1.7.0.zip |
| macOS binaries: | r-release (arm64):dsem_1.7.0.tgz, r-oldrel (arm64):dsem_1.7.0.tgz, r-release (x86_64):dsem_1.7.0.tgz, r-oldrel (x86_64):dsem_1.7.0.tgz |
| Old sources: | dsem archive |
Reverse dependencies:
| Reverse imports: | tinyVAST |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=dsemto link to this page.