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Package: CDM
Type: Package
Title: Cognitive Diagnosis Modeling
Version: 8.3-1
Date: 2022-08-26 13:00:16
Author:
Alexander Robitzsch [aut, cre], Thomas Kiefer [aut],
Ann Cathrice George [aut], Ali Uenlue [aut]
Maintainer: Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>
Description:
Functions for cognitive diagnosis modeling and multidimensional item response modeling
for dichotomous and polytomous item responses. This package enables the estimation of
the DINA and DINO model (Junker & Sijtsma, 2001, <doi:10.1177/01466210122032064>),
the multiple group (polytomous) GDINA model (de la Torre, 2011,
<doi:10.1007/s11336-011-9207-7>), the multiple choice DINA model (de la Torre, 2009,
<doi:10.1177/0146621608320523>), the general diagnostic model (GDM; von Davier, 2008,
<doi:10.1348/000711007X193957>), the structured latent class model (SLCA; Formann, 1992,
<doi:10.1080/01621459.1992.10475229>) and regularized latent class analysis
(Chen, Li, Liu, & Ying, 2017, <doi:10.1007/s11336-016-9545-6>).
See George, Robitzsch, Kiefer, Gross, and Uenlue (2017) <doi:10.18637/jss.v074.i02>
or Robitzsch and George (2019, <doi:10.1007/978-3-030-05584-4_26>)
for further details on estimation and the package structure.
For tutorials on how to use the CDM package see
George and Robitzsch (2015, <doi:10.20982/tqmp.11.3.p189>) as well as
Ravand and Robitzsch (2015).
Depends:
R (>= 3.1), mvtnorm
Imports:
graphics, grDevices, methods, polycor, Rcpp, stats, utils
Suggests:
BIFIEsurvey, lattice, MASS, miceadds, ROI, sfsmisc
LinkingTo:
Rcpp, RcppArmadillo
Enhances:
dina, GDINA, mirt, rrum
LazyLoad: yes
LazyData: yes
URL:
https://github.com/alexanderrobitzsch/CDM,
https://sites.google.com/site/alexanderrobitzsch2/software
License: GPL (>= 2)
BugReports:
https://github.com/alexanderrobitzsch/CDM/issues?state=open