Published by the Foundation for Open Access Statistics
Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
The R Package CDM for Cognitive Diagnosis Models | George | Journal of Statistical Software
Authors: Ann Cathrice George, Alexander Robitzsch, Thomas Kiefer, Jürgen Groß, Ali Ünlü
Title: The R Package CDM for Cognitive Diagnosis Models
Abstract: This paper introduces the R package CDM for cognitive diagnosis models (CDMs). The package implements parameter estimation procedures for two general CDM frameworks, the generalized-deterministic input noisy-and-gate (G-DINA) and the general diagnostic model (GDM). It contains additional functions for analyzing data under these frameworks, like tools for simulating and plotting data, or for evaluating global model and item fit. The paper describes the theoretical aspects of implemented CDM frameworks and it illustrates the usage of the package with empirical data of the common fraction subtraction test by Tatsuoka (1984).

Page views:: 1429. Submitted: 2012-05-21. Published: 2016-10-20.
Paper: The R Package CDM for Cognitive Diagnosis Models     Download PDF (Downloads: 1364)
CDM_5.2-1.tar.gz: R source package Download (Downloads: 53; 923KB)
v74i02.R: R replication code Download (Downloads: 55; 6KB) Replication materials Download (Downloads: 42; 10KB)

DOI: 10.18637/jss.v074.i02

This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.