Conduct dsep tests (piecewise SEM) of a directed, or mixed, acyclic graph without latent variables (but possibly with implicitly marginalized or conditioned latent variables that create dependent errors) based on linear, generalized linear, or additive modelswith or without a nesting structure for the data. Also included are functions to do desp tests step-by-step,exploratory path analysis, and Monte Carlo X2 probabilities. This package accompanies Shipley, B, (2026).Cause and Correlation in Biology: A User's Guide to Path Analysis, StructuralEquations and Causal Inference (3rd edition). Cambridge University Press.
Version: 1.0.0 Depends: R (≥ 2.10) Imports: copula, gamm4, ggm, igraph, mgcv, poolr, stats Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2025-07-02 DOI: 10.32614/CRAN.package.pwSEM Author: Bill Shipley [aut, cre] Maintainer: Bill Shipley <Bill.Shipley at USherbrooke.ca> License: MIT + file LICENSE NeedsCompilation: no Materials: README, NEWS CRAN checks: pwSEM results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=pwSEM to link to this page.
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