CDM

R package CDM. Functions for cognitive diagnosis modeling and multidimensional item response modeling for dichotomous and polytomous data. This package enables the estimation of the DINA and DINO model, the multiple group (polytomous) GDINA model, the multiple choice DINA model, the general diagnostic model (GDM), the multidimensional linear compensatory item response model and the structured latent class model (SLCA).


References in zbMATH (referenced in 14 articles , 1 standard article )

Showing results 1 to 14 of 14.
Sorted by year (citations)

  1. Yamaguchi, Kazuhiro; Templin, Jonathan: A Gibbs sampling algorithm with monotonicity constraints for diagnostic classification models (2022)
  2. Lozano, José H.; Revuelta, Javier: A Bayesian generalized explanatory item response model to account for learning during the test (2021)
  3. Shang, Zhuoran; Erosheva, Elena A.; Xu, Gongjun: Partial-mastery cognitive diagnosis models (2021)
  4. Liu, Chen-Wei; Andersson, Björn; Skrondal, Anders: A constrained Metropolis-Hastings Robbins-Monro algorithm for (\boldsymbolQ) matrix estimation in DINA models (2020)
  5. Wenchao Ma, Jimmy de la Torre: GDINA: An R Package for Cognitive Diagnosis Modeling (2020) not zbMATH
  6. Yamaguchi, Kazuhiro; Okada, Kensuke: Variational Bayes inference algorithm for the saturated diagnostic classification model (2020)
  7. Chiu, Chia-Yi; Köhn, Hans-Friedrich: Consistency theory for the general nonparametric classification method (2019)
  8. Köhn, Hans-Friedrich; Chiu, Chia-Yi: How to build a complete Q-matrix for a cognitively diagnostic test (2018)
  9. Ann George and Alexander Robitzsch and Thomas Kiefer and Jürgen Groß and Ali Ünlü: The R Package CDM for Cognitive Diagnosis Models (2016) not zbMATH
  10. Chiu, Chia-Yi; Köhn, Hans-Friedrich: Consistency of cluster analysis for cognitive diagnosis: the reduced reparameterized unified model and the general diagnostic model (2016)
  11. Chiu, Chia-Yi; Köhn, Hans-Friedrich; Zheng, Yi; Henson, Robert: Joint maximum likelihood estimation for diagnostic classification models (2016)
  12. Groß, J.; Robitzsch, A.; George, A. C.: Cognitive diagnosis models for baseline testing of educational standards in math (2016)
  13. Köhn, Hans-Friedrich; Chiu, Chia-Yi: A proof of the duality of the DINA model and the DINO model (2016)
  14. Kosmidis, Ioannis; Karlis, Dimitris: Model-based clustering using copulas with applications (2016)