esem: Exploratory Structural Equation Modeling ESEM
A collection of functions developed to support the tutorial on using Exploratory Structural Equiation Modeling (ESEM) (Asparouhov & Muthén, 2009) <https://www.statmodel.com/download/EFACFA810.pdf>) with Longitudinal Study of Australian Children (LSAC) dataset (Mohal et al., 2023) <doi:10.26193/QR4L6Q>.
The package uses 'tidyverse','psych', 'lavaan','semPlot' and provides 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 the Confirmatory Factor Analysis (CFA) model syntax esem_cfa_syntax().
A sample data is provided - the package includes a sample data of the Strengths and Difficulties Questionnaire of the Longitudinal Study of Australian Children (SDQ LSAC) in sdq_lsac().
'ESEM' package vignette presents the tutorial demonstrating the use of ESEM on SDQ LSAC data.
| Version: |
2.0.0 |
| Depends: |
R (≥ 2.10), GPArotation |
| Imports: |
lavaan, magrittr, psych, tidyr, dplyr, rlang, tibble, methods, utils |
| Suggests: |
rmarkdown, knitr |
| Published: |
2023-07-05 |
| DOI: |
10.32614/CRAN.package.esem |
| Author: |
Maria Prokofieva 
[aut, cre],
Vasileios Stavropoulos [aut],
Daniel Zarate [aut] |
| Maintainer: |
Maria Prokofieva <maria.prokofieva at gmail.com> |
| BugReports: |
https://github.com/maria-pro/esem/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://github.com/maria-pro/esem |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
esem results |
Documentation:
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