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nFactors
View on CRAN: Click
here
Download and install nFactors package within the R console
Install from CRAN:
install.packages("nFactors")
Install from Github:
library("remotes")
install_github("cran/nFactors")
Install by package version:
library("remotes")
install_version("nFactors", "2.4.1.1")
Attach the package and use:
library("nFactors")
Maintained by
Gilles Raiche
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-07-10
Latest Update: 2022-10-10
Description:
Indices, heuristics and strategies to help determine the number of factors/components to retain:
1. Acceleration factor (af with or without Parallel Analysis);
2. Optimal Coordinates (noc with or without Parallel Analysis);
3. Parallel analysis (components, factors and bootstrap);
4. lambda > mean(lambda) (Kaiser, CFA and related);
5. Cattell-Nelson-Gorsuch (CNG);
6. Zoski and Jurs multiple regression (b, t and p);
7. Zoski and Jurs standard error of the regression coeffcient (sescree);
8. Nelson R2;
9. Bartlett khi-2;
10. Anderson khi-2;
11. Lawley khi-2 and
12. Bentler-Yuan khi-2.
How to cite:
Gilles Raiche (2006). nFactors: Parallel Analysis and Other Non Graphical Solutions to the Cattell Scree Test. R package version 2.4.1.1, https://cran.r-project.org/web/packages/nFactors. Accessed 21 Nov. 2024.
Previous versions and publish date:
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Other R packages that nFactors depends,
imports, suggests or enhances
Complete documentation for nFactors
Functions, R codes and Examples using
the nFactors R package
Some associated functions: bentlerParameters . componentAxis . corFA . dFactors . diagReplace . eigenBootParallel . eigenComputes . eigenFrom . generateStructure . iterativePrincipalAxis . makeCor . moreStats . nBartlett . nBentler . nCng . nFactors . nFactorsObjectMethods . nMreg . nScree . nScreeObjectMethods . nSeScree . parallel . plotParallel . plotnScree . plotuScree . principalAxis . principalComponents . rRecovery . structureSim . structureSimObjectMethods . studySim .
Some associated R codes: aphabetical.R . data.R . nFactors.R . nScree.R . parallel.R . plotParallel.R . plotnScree.R . plotuScree.R . Full nFactors package functions and examples
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