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cdmTools: Useful Tools for Cognitive Diagnosis Modeling

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: 1.0.5
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
Published: 2024-01-08
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 <pnajera at comillas.edu>
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:

Reference manual: cdmTools.pdf

Downloads:

Package source: cdmTools_1.0.5.tar.gz
Windows binaries: r-devel: cdmTools_1.0.5.zip, r-release: cdmTools_1.0.5.zip, r-oldrel: cdmTools_1.0.5.zip
macOS binaries: r-release (arm64): cdmTools_1.0.5.tgz, r-oldrel (arm64): cdmTools_1.0.5.tgz, r-release (x86_64): cdmTools_1.0.5.tgz, r-oldrel (x86_64): cdmTools_1.0.5.tgz
Old sources: cdmTools archive

Reverse dependencies:

Reverse imports: cdcatR
Reverse suggests: GDINA

Linking:

Please use the canonical form https://CRAN.R-project.org/package=cdmTools to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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