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 |
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