Other packages > Find by keyword >

kfa  

K-Fold Cross Validation for Factor Analysis
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/kfa")

Install by package version:
library("remotes")
install_version("kfa", "0.2.2")



Attach the package and use:
library("kfa")
Maintained by
Kyle Nickodem
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-12-03
Latest Update: 2023-07-09
Description:
Provides functions to identify plausible and replicable factor structures for a set of variables via k-fold cross validation. The process combines the exploratory and confirmatory factor analytic approach to scale development (Flora & Flake, 2017) with a cross validation technique that maximizes the available data (Hastie, Tibshirani, & Friedman, 2009) . Also available are functions to determine k by drawing on power analytic techniques for covariance structures (MacCallum, Browne, & Sugawara, 1996) , generate model syntax, and summarize results in a report.
How to cite:
Kyle Nickodem (2021). kfa: K-Fold Cross Validation for Factor Analysis. R package version 0.2.2, https://cran.r-project.org/web/packages/kfa. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2021-12-03 09:20), 0.2.0 (2022-02-21 09:50), 0.2.1 (2022-09-02 09:20)
Other packages that cited kfa R package
View kfa citation profile
Other R packages that kfa depends, imports, suggests or enhances
Complete documentation for kfa
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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