cSEM: Composite-Based Structural Equation Modeling
Estimate, assess, test, and study linear, nonlinear, hierarchical and multigroup structural equation models using composite-based approaches and procedures, including estimation techniques such as partial least squares path modeling (PLS-PM) and its derivatives (PLSc, ordPLSc, robustPLSc), generalized structured component analysis (GSCA), generalized structured component analysis with uniqueness terms (GSCAm), generalized canonical correlation analysis (GCCA), principal component analysis (PCA), factor score regression (FSR) using sum score, regression or bartlett scores (including bias correction using Croon’s approach), as well as several tests and typical postestimation procedures (e.g., verify admissibility of the estimates, assess the model fit, test the model fit etc.).
| Version: | 0.5.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | alabama, cli, crayon, expm (≥ 0.999-5), future.apply, future, lavaan, magrittr, MASS, Matrix, matrixcalc, matrixStats, polycor, progressr, psych, purrr, Rdpack, rlang, stats, symmoments, TruncatedNormal, utils, lifecycle |
| Suggests: | dplyr, tidyr, knitr, nnls, prettydoc, plotly, rmarkdown, rootSolve, listviewer, testthat, ggplot2, openxlsx, graphics |
| Published: | 2022-11-24 |
| DOI: | 10.32614/CRAN.package.cSEM |
| Author: | Manuel E. Rademaker
 [aut],
Florian Schuberth
[aut, cre],
Tamara Schamberger
[ctb],
Michael Klesel
[ctb],
Theo K. Dijkstra [ctb],
Jörg Henseler
[ctb] |
| Maintainer: | Florian Schuberth <f.schuberth at utwente.nl> |
| BugReports: | https://github.com/M-E-Rademaker/cSEM/issues/ |
| License: | GPL-3 |
| URL: | https://github.com/M-E-Rademaker/cSEM/, https://m-e-rademaker.github.io/cSEM/ |
| NeedsCompilation: | no |
| Citation: | cSEM citation info |
| Materials: | README |
| In views: | Psychometrics |
| CRAN checks: | cSEM results |
Documentation:
| Reference manual: | cSEM.pdf |
| Vignettes: |
csem-notation csem-terminology using-assess csem-basic |
Downloads:
| Package source: | cSEM_0.5.0.tar.gz |
| Windows binaries: | r-devel: cSEM_0.5.0.zip, r-release: cSEM_0.5.0.zip, r-oldrel: cSEM_0.5.0.zip |
| macOS binaries: | r-release (arm64): cSEM_0.5.0.tgz, r-oldrel (arm64): cSEM_0.5.0.tgz, r-release (x86_64): cSEM_0.5.0.tgz, r-oldrel (x86_64): cSEM_0.5.0.tgz |
| Old sources: | cSEM archive |
Reverse dependencies:
| Reverse depends: | genpathmox |
| Reverse imports: | qcpm |
Linking:
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