CRAN/E | TDCM

TDCM

The Transition Diagnostic Classification Model Framework

Installation

About

Estimate the transition diagnostic classification model (TDCM) described in Madison & Bradshaw (2018) doi:10.1007/s11336-018-9638-5, a longitudinal extension of the log-linear cognitive diagnosis model (LCDM) in Henson, Templin & Willse (2009) doi:10.1007/s11336-008-9089-5. As the LCDM subsumes many other diagnostic classification models (DCMs), many other DCMs can be estimated longitudinally via the TDCM. The 'TDCM' package includes functions to estimate the single-group and multigroup TDCM, summarize results of interest including item parameters, growth proportions, transition probabilities, transitional reliability, attribute correlations, model fit, and growth plots.

github.com/cotterell/tdcm
System requirements pandoc
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 4.2.0
Published 2024-02-05 89 days ago
Needs compilation? no
License MIT
License File
CRAN checks TDCM results
Language en-US

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Maintainer

Maintainer

Michael E. Cotterell

mepcott@uga.edu

Authors

Matthew J. Madison

aut / cph

Sergio Haab

aut

Minjeong Jeon

aut / cph

Michael E. Cotterell

aut / cre / cph

University of Georgia

cph

(The content and opinions expressed in this material do not necessarily reflect the views of nor are they endorsed by the University of Georgia or the University System of Georgia.)

Institute of Education Sciences

fnd

(This work is supported by the U.S. Department of Education Institute of Education Sciences under IES Award Number R305D220020.)

National Science Foundation

fnd

(This work is supported by the National Science Foundation under NSF Award Number 1921373.)

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to the TDCM Package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 4.2.0

Imports

CDM
gtools
polycor
stringr

Suggests

devtools
knitr
lintr
MASS
rmarkdown
ROI
roxygen2
styler ≥ 1.10.2
testthat ≥ 3.0.0
tinytex
V8