MPTinR: Analyze Multinomial Processing Tree Models

Provides a user-friendly way for the analysis of multinomial processing tree (MPT) models (e.g., Riefer, D. M., and Batchelder, W. H. [1988]. Multinomial modeling and the measurement of cognitive processes. Psychological Review, 95, 318-339) for single and multiple datasets. The main functions perform model fitting and model selection. Model selection can be done using AIC, BIC, or the Fisher Information Approximation (FIA) a measure based on the Minimum Description Length (MDL) framework. The model and restrictions can be specified in external files or within an R script in an intuitive syntax or using the context-free language for MPTs. The 'classical' .EQN file format for model files is also supported. Besides MPTs, this package can fit a wide variety of other cognitive models such as SDT models (see fit.model). It also supports multicore fitting and FIA calculation (using the snowfall package), can generate or bootstrap data for simulations, and plot predicted versus observed data.

Version: 1.8.0
Depends: R (≥ 2.15.1)
Imports: numDeriv, Brobdingnag, Rcpp
LinkingTo: Rcpp, RcppEigen
Suggests: snowfall (≥ 1.84)
Published: 2015-05-01
Author: Henrik Singmann [aut, cre], David Kellen [aut], Quentin Gronau [aut], Christian Mueller [ctb], Akhil S Bhel [ctb]
Maintainer: Henrik Singmann <singmann+mptinr at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://www.psychologie.uni-freiburg.de/Members/singmann/R/mptinr
NeedsCompilation: yes
Citation: MPTinR citation info
Materials: NEWS
In views: Psychometrics
CRAN checks: MPTinR results

Downloads:

Reference manual: MPTinR.pdf
Package source: MPTinR_1.8.0.tar.gz
Windows binaries: r-devel: MPTinR_1.8.0.zip, r-release: MPTinR_1.8.0.zip, r-oldrel: MPTinR_1.8.0.zip
OS X Snow Leopard binaries: r-release: MPTinR_1.8.0.tgz, r-oldrel: MPTinR_1.8.0.tgz
OS X Mavericks binaries: r-release: MPTinR_1.8.0.tgz
Old sources: MPTinR archive