TDCM: The Transition Diagnostic Classification Model Framework
Estimate the transition diagnostic classification model (TDCM) described in Madison & Bradshaw (2018) <doi:10.1007/s11336-018-9638-5>, a longitudinal extension of the log-linear cognitive diagnosis model (LCDM) in Henson, Templin & Willse (2009) <doi:10.1007/s11336-008-9089-5>. As the LCDM subsumes many other diagnostic classification models (DCMs), many other DCMs can be estimated longitudinally via the TDCM. The 'TDCM' package includes functions to estimate the single-group and multigroup TDCM, summarize results of interest including item parameters, growth proportions, transition probabilities, transitional reliability, attribute correlations, model fit, and growth plots.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.2.0) |
| Imports: | CDM,gtools,polycor,stringr |
| Suggests: | devtools,knitr,lintr,MASS,rmarkdown,ROI,roxygen2,styler (≥ 1.10.2),testthat (≥ 3.0.0),tinytex,V8 |
| Published: | 2024-02-05 |
| DOI: | 10.32614/CRAN.package.TDCM |
| Author: | Matthew J. Madison [aut, cph], Sergio Haab [aut], Minjeong Jeon [aut, cph], Michael E. Cotterell [aut, cre, cph], University of Georgia [cph] (The content and opinions expressed in this material do not necessarily reflect the views of nor are they endorsed by the University of Georgia or the University System of Georgia.), Institute of Education Sciences [fnd] (This work is supported by the U.S. Department of Education Institute of Education Sciences under IES Award Number R305D220020.), National Science Foundation [fnd] (This work is supported by the National Science Foundation under NSF Award Number 1921373.) |
| Maintainer: | Michael E. Cotterell <mepcott at uga.edu> |
| BugReports: | https://github.com/cotterell/tdcm/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/cotterell/tdcm |
| NeedsCompilation: | no |
| SystemRequirements: | pandoc |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | TDCM results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=TDCMto link to this page.