FAfA: Factor Analysis for All
This Shiny application offers researchers a comprehensive tool for performing factor analysis. Users can upload datasets, validate assumptions, manage missing and outlier data, split data for different analyses, and run exploratory and confirmatory factor analyses ("EFA" and "CFA"). The software also offers reliability analysis, exploratory graph analysis, and item weighting. With a user-friendly interface, this tool simplifies the EFA and CFA processes. The main features are data submission and simple data inspection. Data manipulation (excluding variables, splitting data, checking for outliers), assumption checking (Tabachnik & Fidell (2012) <ISBN:978-0-205-84957-4> and Field (2009) <ISBN:978-1-84787-906-6>) for factor analysis, exploratory factor analysis (with various factor number determination methods (Lorenzo-Seva & Ferrando (2021) <doi:10.5964/meth.7185>)), confirmatory factor analysis (model definition and modification suggestions (Kline (2011) <ISBN:978-1-60623-877-6>)), reliability analysis (Cronbach's alpha, McDonald's omega, Armor's theta, structural reliability, stratified alpha), item weighting (Kilic & Dogan (2019) <doi:10.21031/epod.516057>).
| Version: |
0.2 |
| Imports: |
shiny, shinydashboard, utils, shinycssloaders, golem, magrittr, lavaan, dplyr, psych |
| Suggests: |
knitr, rmarkdown, spelling, testthat, EFA.MRFA, EFA.dimensions, EFAtools, EGAnet, MBESS, config, energy, ggcorrplot, mctest, moments, mvnormalTest, pastecs, psychometric, semPlot, semTools, sirt, stats |
| Published: |
2024-07-09 |
| DOI: |
10.32614/CRAN.package.FAfA |
| Author: |
Abdullah Faruk KILIC
 [cre, aut] |
| Maintainer: |
Abdullah Faruk KILIC <afarukkilic at trakya.edu.tr> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README |
| CRAN checks: |
FAfA results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=FAfA
to link to this page.