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ItemRest  

Automated Item Removal Strategies for Exploratory Factor Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ItemRest", "0.2.5")



Attach the package and use:
library("ItemRest")
Maintained by
Ahmet Çalışkan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-10-09
Latest Update: 2025-10-09
Description:
Automates the identification and comparative evaluation of item-removal strategies in exploratory factor analysis, producing transparent summaries (explained variance, loading ranges, reliability) to support comfortable, reproducible decisions. The criteria are based on best practices and established heuristics (e.g., Costello & Osborne (2005) <doi:10.7275/jyj1-4868>, Howard (2016) <doi:10.1080/10447318.2015.1087664>).
How to cite:
Ahmet Çalışkan (2025). ItemRest: Automated Item Removal Strategies for Exploratory Factor Analysis. R package version 0.2.5, https://cran.r-project.org/web/packages/ItemRest. Accessed 24 Oct. 2026.
Previous versions and publish date:
0.2.3 (2025-10-09 14:10), 0.2.4 (2026-04-13 17:50), 0.2.5 (2026-04-14 15:30), (2026-10-05 21:20)
Other packages that cited ItemRest R package
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Complete documentation for ItemRest
Functions, R codes and Examples using the ItemRest R package
Full ItemRest package functions and examples
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