R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
EFAfactors
View on CRAN: Click
here
Download and install EFAfactors package within the R console
Install from CRAN:
install.packages("EFAfactors")
Install from Github:
library("remotes")
install_github("cran/EFAfactors") Install by package version:
library("remotes")
install_version("EFAfactors", "1.2.4") Attach the package and use:
library("EFAfactors")
Maintained by
Haijiang Qin
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-25
Latest Update: 2025-06-14
Description:
Provides a collection of standard factor retention methods in Exploratory Factor Analysis (EFA), making it easier to determine the number of factors. Traditional methods such as the scree plot by Cattell (1966) <doi:10.1207/s15327906mbr0102_10>, Kaiser-Guttman Criterion (KGC) by Guttman (1954) <doi:10.1007/BF02289162> and Kaiser (1960) <doi:10.1177/001316446002000116>, and flexible Parallel Analysis (PA) by Horn (1965) <doi:10.1007/BF02289447> based on eigenvalues form PCA or EFA are readily available. This package also implements several newer methods, such as the Empirical Kaiser Criterion (EKC) by Braeken and van Assen (2017) <doi:10.1037/met0000074>, Comparison Data (CD) by Ruscio and Roche (2012) <doi:10.1037/a0025697>, and Hull method by Lorenzo-Seva et al. (2011) <doi:10.1080/00273171.2011.564527>, as well as some AI-based methods like Comparison Data Forest (CDF) by Goretzko and Ruscio (2024) <doi:10.3758/s13428-023-02122-4> and Factor Forest (FF) by Goretzko and Buhner (2020) <doi:10.1037/met0000262 >. Additionally, it includes a deep neural network (DNN) trained on large-scale datasets that can efficiently and reliably determine the number of factors.
How to cite:
Haijiang Qin (2024). EFAfactors: Determining the Number of Factors in Exploratory Factor Analysis. R package version 1.2.4, https://cran.r-project.org/web/packages/EFAfactors. Accessed 12 Sep. 2026.
Previous versions and publish date:
Other packages that cited EFAfactors R package
View EFAfactors citation profile
Other R packages that EFAfactors depends,
imports, suggests or enhances
Complete documentation for EFAfactors
Functions, R codes and Examples using
the EFAfactors R package
Full EFAfactors package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
twfy
An R wrapper around the API of TheyWorkForYou, a parliamentary monitoring site that scrapes and rep ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Will Lowe (view profile)
xpose4
A model building aid for nonlinear mixed-effects (population) model analysis using NONMEM, facilita ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andrew C. Hooker (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
ipr
Let us consider a sample of patients who can suffer from several diseases simultaneously, in a given ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jean-Benoit Rossel (view profile)
MAGEE
Use a 'glmmkin' class object (GMMAT package) from the null model to perform generalized linear mixed ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Han Chen (view profile)
wfindr
Provides a large English words list and tools to find words by patterns. In particular, anagram find ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Iaroslav Domin (view profile)
28,565
R Packages
239,283
Dependencies
75,677
Author Associations
28,481
Publication Badges
