Package: ItemRest Title: Automated Item Removal Strategies for Exploratory Factor Analysis Version: 1.0.0 Authors@R: c( person(given = "Ahmet", family = "Çalışkan", email = "ahmetcaliskan1987@gmail.com", role = c("aut", "cre")), person(given = "Abdullah Faruk", family = "Kılıç", email = "abdullahfarukkilic@gmail.com", role = c("aut")) ) Description: Identifies candidate item sets through threshold-driven iterative removal searches in exploratory factor analysis. Provides a no-removal baseline, numerical diagnostics, factor reliability, holdout evaluation, and bootstrap search stability to support transparent screening and documented content review rather than automatic measurement decisions. The loading criteria are based on best practices and established heuristics (e.g., Costello & Osborne (2005) , Howard (2016) ). Includes flexible thresholds for factor loadings (min_loading) and cross-loading differences (loading_diff). License: MIT + file LICENSE Encoding: UTF-8 Depends: R (>= 4.1) Imports: clue, GPArotation, gtools, psych, qgraph, stats, tools, utils URL: https://github.com/ahmetcaliskan1987/ItemRest BugReports: https://github.com/ahmetcaliskan1987/ItemRest/issues Suggests: testthat (>= 3.2.0), knitr, rmarkdown, lavaan VignetteBuilder: knitr Roxygen: list(markdown = TRUE) Config/testthat/edition: 3 NeedsCompilation: no Config/roxygen2/version: 8.1.0 Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libjpeg-dev libpng-dev libuv1-dev libxml2-dev Repository: https://ahmetcaliskan1987.r-universe.dev Date/Publication: 2026-10-06 22:26:00 UTC RemoteUrl: https://github.com/ahmetcaliskan1987/itemrest RemoteRef: HEAD RemoteSha: 79d13132d25f7c432b2e68c8ee4d990f6132998f Packaged: 2026-10-07 10:51:10 UTC; root Author: Ahmet Çalışkan [aut, cre], Abdullah Faruk Kılıç [aut] Maintainer: Ahmet Çalışkan