GDINA

The Generalized DINA Model Framework

A set of psychometric tools for cognitive diagnosis modeling based on the generalized deterministic inputs, noisy and gate (G-DINA) model by de la Torre (2011) <DOI:10.1007/s11336-011-9207-7> and its extensions, including the sequential G-DINA model by Ma and de la Torre (2016) <DOI:10.1111/bmsp.12070> for polytomous responses, and the polytomous G-DINA model by Chen and de la Torre <DOI:10.1177/0146621613479818> for polytomous attributes. Joint attribute distribution can be independent, saturated, higher-order, loglinear smoothed or structured. Q-matrix validation, item and model fit statistics, model comparison at test and item level and differential item functioning can also be conducted. A graphical user interface is also provided.

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Description file content

Package
GDINA
Type
Package
Title
The Generalized DINA Model Framework
Version
2.7.3
Date
2019-8-19
Description
A set of psychometric tools for cognitive diagnosis modeling based on the generalized deterministic inputs, noisy and gate (G-DINA) model by de la Torre (2011) and its extensions, including the sequential G-DINA model by Ma and de la Torre (2016) for polytomous responses, and the polytomous G-DINA model by Chen and de la Torre for polytomous attributes. Joint attribute distribution can be independent, saturated, higher-order, loglinear smoothed or structured. Q-matrix validation, item and model fit statistics, model comparison at test and item level and differential item functioning can also be conducted. A graphical user interface is also provided.
License
GPL-3
LazyData
TRUE
Depends
R (>= 3.5.0)
Imports
alabama, graphics, ggplot2, MASS, nloptr, numDeriv, Rcpp (>= 0.12.1), Rsolnp, stats, shiny, shinydashboard, utils
Suggests
CDM, Matrix, testthat, pkgdown, poLCA, stringr, knitr, rmarkdown
LinkingTo
Rcpp, RcppArmadillo
URL
BugReports
https://github.com/Wenchao-Ma/GDINA/issues
RoxygenNote
6.1.1
Collate
'CA.R' 'CR.R' 'DTM.R' 'ExportedFuncs.R' 'GDINA.R' 'GDI.R' 'GDINA-package.R' 'GMSCDM.R' 'HO.R' 'ILCA.R' 'M2.R' 'MCmodel.R' 'Mstep.R' 'Mstep_DTM.R' 'MultipleGroup_Estimation.R' 'RcppExports.R' 'SingleGroup_Estimation.R' 'anova.GDINA.R' 'autoGDINA.R' 'bootSE.R' 'coef.R' 'dif.R' 'ecpe.R' 'simGDINA.R' 'itemfit.R' 'modelcomp.R' 'extract.R' 'frac20.R' 'itemparm.GDINA.R' 'monocheck.R' 'personparm.GDINA.R' 'plotIRF.GDINA.R' 's3GDINA.R' 'print.GDINA.R' 'score.R' 'sim10GDINA.R' 'sim10MCDINA.R' 'sim20seqGDINA.R' 'sim21seqDINA.R' 'sim30DINA.R' 'sim30GDINA.R' 'sim30pGDINA.R' 'startGDINA.R' 'structuralparm.R' 'summary.GDINA.R' 'utils.R' 'zzz.R'
NeedsCompilation
yes
Packaged
2019-08-19 22:08:20 UTC; wench
Author
Wenchao Ma [aut, cre, cph], Jimmy de la Torre [aut, cph], Miguel Sorrel [ctb], Zhehan Jiang [ctb]
Maintainer
Wenchao Ma
VignetteBuilder
knitr
Repository
CRAN
Date/Publication
2019-08-19 23:10:02 UTC

install.packages('GDINA')

2.7.3

2 days ago

https://github.com/Wenchao-Ma/GDINA

Wenchao Ma

GPL-3

Depends on

R (>= 3.5.0)

Imports

alabama, graphics, ggplot2, MASS, nloptr, numDeriv, Rcpp (>= 0.12.1), Rsolnp, stats, shiny, shinydashboard, utils

Suggests

CDM, Matrix, testthat, pkgdown, poLCA, stringr, knitr, rmarkdown

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