Other packages > Find by keyword >

EFA.dimensions  

Exploratory Factor Analysis Functions for Assessing Dimensionality
View on CRAN: Click here


Download and install EFA.dimensions package within the R console
Install from CRAN:
install.packages("EFA.dimensions")

Install from Github:
library("remotes")
install_github("cran/EFA.dimensions")

Install by package version:
library("remotes")
install_version("EFA.dimensions", "0.1.8.4")



Attach the package and use:
library("EFA.dimensions")
Maintained by
Brian P. O'Connor
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-20
Latest Update: 2024-06-06
Description:
Functions for eleven procedures for determining the number of factors, including functions for parallel analysis and the minimum average partial test. There are also functions for conducting principal components analysis, principal axis factor analysis, maximum likelihood factor analysis, image factor analysis, and extension factor analysis, all of which can take raw data or correlation matrices as input and with options for conducting the analyses using Pearson correlations, Kendall correlations, Spearman correlations, gamma correlations, or polychoric correlations. Varimax rotation, promax rotation, and Procrustes rotations can be performed. Additional functions focus on the factorability of a correlation matrix, the congruences between factors from different datasets, the assessment of local independence, the assessment of factor solution complexity, and internal consistency. Auerswald & Moshagen (2019, ISSN:1939-1463); Field, Miles, & Field (2012, ISBN:978-1-4462-0045-2); Mulaik (2010, ISBN:978-1-4200-9981-2); O'Connor (2000, ); O'Connor (2001, ISSN:0146-6216).
How to cite:
Brian P. O'Connor (2020). EFA.dimensions: Exploratory Factor Analysis Functions for Assessing Dimensionality. R package version 0.1.8.4, https://cran.r-project.org/web/packages/EFA.dimensions. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.6 (2020-07-20 11:32), 0.1.7.2 (2021-02-05 16:20), 0.1.7.3 (2021-09-05 14:30), 0.1.7.4 (2022-02-07 02:20), 0.1.7.6 (2023-01-11 08:33), 0.1.7.7 (2023-03-17 12:30), 0.1.7.9 (2023-09-07 10:40), 0.1.8.1 (2023-12-19 05:00), 0.1.8.4 (2024-06-06 09:20)
Other packages that cited EFA.dimensions R package
View EFA.dimensions citation profile
Other R packages that EFA.dimensions depends, imports, suggests or enhances
Complete documentation for EFA.dimensions
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA