The R package CDM for diagnostic modeling
Contribution to collected edition/anthology › Research › Peer reviewed
Publication data
| By | Alexander Robitzsch, Ann Cathrice George |
| Original language | English |
| Published in | Matthias von Davier, Young-Sun Lee (Eds.), Handbook of diagnostic classification models: Methodology of educational measurement and assessment. (Methodology of Educational Measurement and Assessment) |
| Pages | 549-572 |
| Editor (Publisher) | Springer |
| ISBN | 978-3-030-05583-7, 978-3-030-05584-4 |
| DOI/Link | https://doi.org/10.1007/978-3-030-05584-4_26, http://www.mendeley.com/research/r-package-cdm-diagnostic-modeling |
| Publication status | Published – 10.2019 |
In this chapter, the R (R Core Team, R: a language and environment for statistical computing. R Foundation for Statistical Computing. Vienna, 2017) pack-age CDM (Robitzsch A, Kiefer T, George AC, Uenlue A, CDM: cognitive diagnosis modeling. R package version 6.0-101. https://CRAN.R-project.org/package=CDM, 2017; George AC, Robitzsch A, Kiefer T, Groß J, Ünlü A, J Stat Softw 74(2):1–24. 10.18637/jss.v074.i02, 2016) for estimating diagnostic classification models is introduced. First, the model classes that can be estimated with the CDM package are introduced. Second, the CDM package structure and some of its features are discussed. Third, the usage of the CDM package is demonstrated in a data application. Finally, potential future developments of the CDM package are discussed.
