rtmpt: Fitting (Exponential/Diffusion) RT-MPT Models

Fit (exponential or diffusion) response-time extended multinomial processing tree (RT-MPT) models by Klauer and Kellen (2018) <doi:10.1016/j.jmp.2017.12.003> and Klauer, Hartmann, and Meyer-Grant (submitted). The RT-MPT class not only incorporate frequencies like traditional multinomial processing tree (MPT) models, but also latencies. This enables it to estimate process completion times and encoding plus motor execution times next to the process probabilities of traditional MPTs. 'rtmpt' is a hierarchical Bayesian framework and posterior samples are sampled using a Metropolis-within-Gibbs sampler (for exponential RT-MPTs) or Hamiltonian-within-Gibbs sampler (for diffusion RT-MPTs).

Version: 2.0-1
Depends: R (≥ 3.5.0)
Imports: coda, data.table, loo, methods, Ryacas, stats, stringr, truncnorm, utils
Suggests: knitr, rmarkdown
Published: 2024-04-04
DOI: 10.32614/CRAN.package.rtmpt
Author: Raphael Hartmann [aut, cre], Karl C. Klauer [cph, aut, ctb, ths], Constantin G. Meyer-Grant [aut, ctb], Henrik Singmann [ctb, aut], Jean Marie Linhart [ctb], Frederick Novomestky [ctb]
Maintainer: Raphael Hartmann <raphael.hartmann at protonmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
SystemRequirements: GSL (>=2.3)
Citation: rtmpt citation info
Materials: INSTALL
CRAN checks: rtmpt results


Reference manual: rtmpt.pdf
Vignettes: rtmpt: Guideline


Package source: rtmpt_2.0-1.tar.gz
Windows binaries: r-devel: rtmpt_2.0-1.zip, r-release: rtmpt_2.0-1.zip, r-oldrel: rtmpt_2.0-1.zip
macOS binaries: r-release (arm64): rtmpt_2.0-1.tgz, r-oldrel (arm64): rtmpt_2.0-1.tgz, r-release (x86_64): rtmpt_2.0-1.tgz, r-oldrel (x86_64): rtmpt_2.0-1.tgz
Old sources: rtmpt archive


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