Item response tree (IR-tree) models are a class of item response theory (IRT) models that assume that the responses to polytomous items can best be explained by multiple psychological processes; see Böckenholt (2012) <doi:10.1037/a0028111> for details. The package 'ItemResponseTrees' allows to fit such IR-tree models in 'mirt', 'Mplus', or 'TAM'. The package automates some of the hassle of IR-tree modeling by means of a consistent syntax. This allows new users to quickly adopt this model class, and this allows experienced users to fit many complex models effortlessly.
Version: | 0.2.5 |
Depends: | R (≥ 3.6.0) |
Imports: | checkmate (≥ 1.9), dplyr, generics, glue, magrittr, MASS, Matrix, methods, mirt (≥ 1.30), purrr, rlang (≥ 0.4.0), sets, stringr, tibble, tidyr (≥ 1.0.0), tidyselect |
Suggests: | covr, future, knitr, listenv, lme4, modeltests (≥ 0.1.0), MplusAutomation (≥ 0.7), progress, rmarkdown, roxygen2, simsalapar, sfsmisc, spelling, TAM (≥ 3.5-19), testthat (≥ 2.1.0) |
Published: | 2020-05-06 |
Author: | Hansjörg Plieninger
|
Maintainer: | Hansjörg Plieninger <mail at hansjoerg.me> |
BugReports: | https://github.com/hplieninger/ItemResponseTrees/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/hplieninger/ItemResponseTrees |
NeedsCompilation: | no |
Language: | en-US |
Citation: | ItemResponseTrees citation info |
Materials: | README NEWS |
CRAN checks: | ItemResponseTrees results |
Reference manual: | ItemResponseTrees.pdf |
Vignettes: |
Getting started with IR-trees |
Package source: | ItemResponseTrees_0.2.5.tar.gz |
Windows binaries: | r-devel: ItemResponseTrees_0.2.5.zip, r-release: ItemResponseTrees_0.2.5.zip, r-oldrel: ItemResponseTrees_0.2.5.zip |
macOS binaries: | r-release: ItemResponseTrees_0.2.5.tgz, r-oldrel: ItemResponseTrees_0.2.5.tgz |
Old sources: | ItemResponseTrees archive |
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