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DESCRIPTION
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Type: Package
Package: mpt2irt
Title: Bringing Multinomial Processing Tree Models To Item Response Theory To Investigate Response Styles
Version: 0.2.0
Date: 2019-05-10
Authors@R: c(person("Hansjörg", "Plieninger", email = "plieninger@uni-mannheim.de", role = "cre"),
person("Daniel W.", "Heck", email = "heck@uni-mannheim.de", role = "aut"))
Description: Multinomial processing tree (MPT) models are used to differentiate
between different cognitive processes in categorical data. Those can be
lifted to hierarchical MPT models to account for person- and/or item effects
(Matzke et al., 2015): This is done by reparameterizing each MPT parameter
by means of an item response (IRT) model. Boeckenholt (2012) developed a
model to disentengle two reponse styles, namely midpoint (MRS) and extreme
responding (ERS), and the target trait. This package allows to fit an
extension of this Boeckenholt Model to acquiescence (ARS). It makes use of
Bayesian hierarchical models requiring Stan or JAGS.
URL: https://github.com/hplieninger/mpt2irt/
BugReports: https://github.com/hplieninger/mpt2irt/issues
License: GPL-3
Encoding: UTF-8
LazyData: true
Biarch: true
Depends:
R (>= 3.4.0)
Imports:
checkmate,
coda,
ggplot2,
magrittr,
MASS,
methods,
parallel,
Rcpp (>= 1.0.1),
rlang,
rstan (>= 2.18.1),
runjags,
truncnorm,
mpt2irtStan
Suggests:
dplyr,
knitr (>= 1.15.1),
numDeriv,
polycor,
purrr,
reshape2,
rmarkdown,
roxygen2,
shinystan,
testthat (>= 1.0.2)
LinkingTo:
Rcpp (>= 1.0.1),
rstan (>= 2.18.1),
StanHeaders (>= 2.18.0)
Remotes: hplieninger/mpt2irtStan
NeedsCompilation: yes
SystemRequirements: JAGS
RoxygenNote: 6.1.1