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ItemRest: Automated Item Removal Strategies for Exploratory Factor Analysis
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>). Includes flexible thresholds for factor loadings (min_loading) and cross-loading differences (loading_diff).
Getting started
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Package details |
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| Author | Ahmet Çalışkan [aut, cre], Abdullah Faruk Kılıç [aut] |
| Maintainer | Ahmet Çalışkan <ahmetcaliskan1987@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.2.4 |
| URL | https://github.com/ahmetcaliskan1987/ItemRest |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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