Package: TDCM 0.2.0.9000
Michael E. Cotterell
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.
Authors:
TDCM_0.2.0.9000.tar.gz
TDCM_0.2.0.9000.zip(r-4.5)TDCM_0.2.0.9000.zip(r-4.4)TDCM_0.2.0.9000.zip(r-4.3)
TDCM_0.2.0.9000.tgz(r-4.4-any)TDCM_0.2.0.9000.tgz(r-4.3-any)
TDCM_0.2.0.9000.tar.gz(r-4.5-noble)TDCM_0.2.0.9000.tar.gz(r-4.4-noble)
TDCM_0.2.0.9000.tgz(r-4.4-emscripten)TDCM_0.2.0.9000.tgz(r-4.3-emscripten)
TDCM.pdf |TDCM.html✨
TDCM/json (API)
NEWS
| # Install 'TDCM' in R: |
| install.packages('TDCM', repos = c('https://cotterell.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cotterell/tdcm/issues
- data.tdcm01 - Several data sets for the 'TDCM' package.
- data.tdcm02 - Several data sets for the 'TDCM' package.
- data.tdcm03 - Several data sets for the 'TDCM' package.
- data.tdcm04 - Several data sets for the 'TDCM' package.
- data.tdcm05 - Several data sets for the 'TDCM' package.
Last updated 5 months agofrom:fef03e4c16. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 13 2024 |
| R-4.5-win | OK | Sep 13 2024 |
| R-4.5-linux | OK | Sep 13 2024 |
| R-4.4-win | OK | Sep 13 2024 |
| R-4.4-mac | OK | Sep 13 2024 |
| R-4.3-win | OK | Sep 13 2024 |
| R-4.3-mac | OK | Sep 13 2024 |
Exports:item.influencemg.tdcmmg.tdcm.summaryoneplcdmtdcmtdcm.comparetdcm.plottdcm.scoretdcm.summary
Dependencies:admiscCDMcligluegtoolslatticelifecyclemagrittrMatrixmvtnormpolycorRcppRcppArmadillorlangstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Several data sets for the 'TDCM' package. | data.tdcm data.tdcm01 data.tdcm02 data.tdcm03 data.tdcm04 data.tdcm05 |
| Estimating item influence measures. | item.influence |
| Estimating the multigroup transition diagnostic classification model (TDCM) | mg.tdcm |
| Multigroup TDCM results compiler and summarizer. | mg.tdcm.summary |
| One-parameter log-linear cognitive diagnosis model. | oneplcdm |
| Estimating the Transition Diagnostic Classification Model (TDCM) | tdcm |
| Comparing the fit of two TDCMs | tdcm.compare |
| Plotting TDCM Results | tdcm.plot |
| DCM scoring function. | tdcm.score |
| TDCM results compiler and summarizer. | tdcm.summary |
