Provides useful tools for cognitive diagnosis modeling (CDM). The package includes functions for empirical Q-matrix estimation and validation, such as the Hull method (Nájera, Sorrel, de la Torre, & Abad, 2021, <doi:10.1111/bmsp.12228>) and the discrete factor loading method (Wang, Song, & Ding, 2018, <doi:10.1007/978-3-319-77249-3_29>). It also contains dimensionality assessment procedures for CDM, including parallel analysis and automated fit comparison as explored in Nájera, Abad, and Sorrel (2021, <doi:10.3389/fpsyg.2021.614470>). Other relevant methods and features for CDM applications, such as the restricted DINA model (Nájera et al., 2023; <doi:10.3102/10769986231158829>), the general nonparametric classification method (Chiu et al., 2018; <doi:10.1007/s11336-017-9595-4>), and corrected estimation of the classification accuracy via multiple imputation (Kreitchmann et al., 2022; <doi:10.3758/s13428-022-01967-5>) are also available. Lastly, the package provides some useful functions for CDM simulation studies, such as random Q-matrix generation and detection of complete/identified Q-matrices.
Version: 1.0.6 Depends: R (≥ 3.6.0) Imports: GDINA (≥ 2.8.0), ggplot2 (≥ 3.3.0), psych (≥ 1.9.12), sirt (≥ 3.9-4), parallel (≥ 3.6.3), stats (≥ 3.6.3), GPArotation (≥ 2014.11-1), combinat (≥ 0.0-8), fungible, foreach, doSNOW, plyr Published: 2025-05-19 DOI: 10.32614/CRAN.package.cdmTools Author: Pablo Nájera [aut, cre, cph], Miguel A. Sorrel [aut, cph], Francisco J. Abad [aut, cph], Rodrigo S. Kreitchmann [ctb], Kevin Santos [ctb] Maintainer: Pablo Nájera <p.najeraalvarez at gmail.com> BugReports: https://github.com/pablo-najera/cdmTools/issues License: GPL-3 URL: https://github.com/pablo-najera/cdmTools NeedsCompilation: no Materials: README NEWS CRAN checks: cdmTools results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=cdmTools to link to this page.
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