Exploratory Structural Equiation Modeling ESEM with esem package | Setup | ESEM based on EFA derived loading thresholds | Conduct EFA to calculate EFA derived cross-loadings with Target rotation
Package: esem 1.0.0
esem: Exploratory Structural Equiation Modeling ESEM
The package is developed to support the tutorial on using ESEM with LSAC dataset. The package uses "tidyverse","psych","lavaan","semPlot" package and provide additional functions to conduct ESEM. The package provides general functions to complete ESEM, including esem_c(), creation of target matrix if it is used make_target(), generation of CFA model syntax esem_cfa_syntax(). A sample data is provided. the package include a sample of SDQ LSAC data in sdq_lsac. The package vignette presents the tutorial demonstrating the use of ESEM on SDQ LSAC data
Authors:
esem_1.0.0.tar.gz
esem_1.0.0.zip(r-4.7)esem_1.0.0.zip(r-4.6)esem_1.0.0.zip(r-4.5)
esem_1.0.0.tgz(r-4.6-any)esem_1.0.0.tgz(r-4.5-any)
esem_1.0.0.tar.gz(r-4.7-any)esem_1.0.0.tar.gz(r-4.6-any)
esem_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
esem/json (API)
| # Install 'esem' in R: |
| install.packages('esem', repos = c('https://maria-pro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/maria-pro/esem/issues
Datasets:
- sdq_lsac - Strengths and Difficulties Questionnaire
Last updated from:006ec779a3. Checks:7 ERROR, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | ERROR | 134 | ||
| source / vignettes | OK | 198 | ||
| linux-release-x86_64 | ERROR | 128 | ||
| macos-release-arm64 | ERROR | 122 | ||
| macos-oldrel-arm64 | ERROR | 169 | ||
| windows-devel | ERROR | 64 | ||
| windows-release | ERROR | 68 | ||
| windows-oldrel | ERROR | 64 | ||
| wasm-release | OK | 124 |
Exports:%>%create_referentesem_cesem_cfaesem_cfa_syntaxesem_cfa2esem_efaesem_syntaxesem_syntax_keysesem_syntax_mplusmake_target
Dependencies:clicpp11dplyrgenericsglueGPArotationlatticelavaanlifecyclemagrittrMASSmnormtnlmenumDerivpbivnormpillarpkgconfigpsychpurrrquadprogR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create a referent list | create_referent |
| Exploratory Structural Equiation Modeling ESEM (ESEM) | esem_c |
| Confirmatory factor anaysis (CFA) step for ESEM-with-CFA | esem_cfa |
| Title | esem_cfa_syntax |
| Exploratory Structural Equiation Modeling ESEM (ESEM) | esem_cfa2 |
| Exploratory factor analysis (EFA) for ESEM | esem_efa |
| Create a model syntax for ESEM-with-CFA | esem_syntax |
| Title | esem_syntax_keys |
| Create a model syntax for ESEM-with-CFA compatible with MPlus | esem_syntax_mplus |
| Title | make_target |
| Strengths and Difficulties Questionnaire (SDQ) of the Longitudinal Study of Australian Children (LSAC) | sdq_lsac |
