Package: dsem 1.4.0

James Thorson

dsem: Fit Dynamic Structural Equation Models

Applies dynamic structural equation models to time-series data with generic and simplified specification for simultaneous and lagged effects. Methods are described in Thorson et al. (2024) "Dynamic structural equation models synthesize ecosystem dynamics constrained by ecological mechanisms."

Authors:James Thorson [aut, cre]

dsem_1.4.0.tar.gz
dsem_1.4.0.tar.gz(r-4.5-noble)dsem_1.4.0.tar.gz(r-4.4-noble)
dsem_1.4.0.tgz(r-4.4-emscripten)dsem_1.4.0.tgz(r-4.3-emscripten)
dsem.pdf |dsem.html
dsem/json (API)
NEWS

# Install 'dsem' in R:
install.packages('dsem', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/james-thorson-noaa/dsem/issues

Pkgdown site:https://james-thorson-noaa.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

cppopenmp

3.98 score 1 stars 16 scripts 303 downloads 15 exports 67 dependencies

Last updated 19 days agofrom:bad710d55f. Checks:2 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 14 2025
R-4.5-linux-x86_64OKJan 14 2025

Exports:as_fitted_DAGas_semcAICclassify_variablesconvert_equationsdsemdsem_controldsemRTMBlist_parametersloo_residualsmake_dfamake_dsem_ramparse_pathstepwise_selectionTMBAIC

Dependencies:abindarmbootcachemclicodacolorspacecpp11dplyrfansifarverfastmapgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtableigraphisobandlabelinglatticelifecyclelme4magrittrMASSMatrixmemoisemgcvmiminqamunsellnlmenloptrpillarpkgconfigpolyclippurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangRTMBscalessemstringistringrsystemfontstibbletidygraphtidyrtidyselectTMBtweenrutf8vctrsviridisviridisLitewithr

Demonstration of selected features

Rendered fromvignette.Rmdusingknitr::rmarkdownon Jan 14 2025.

Last update: 2025-01-13
Started: 2023-12-09

Dynamic factor analysis

Rendered fromdynamic_factor_analysis.Rmdusingknitr::rmarkdownon Jan 14 2025.

Last update: 2025-01-13
Started: 2024-04-01