Other packages > Find by keyword >

TreeBUGS  

Hierarchical Multinomial Processing Tree Modeling
View on CRAN: Click here


Download and install TreeBUGS package within the R console
Install from CRAN:
install.packages("TreeBUGS")

Install from Github:
library("remotes")
install_github("cran/TreeBUGS")

Install by package version:
library("remotes")
install_version("TreeBUGS", "1.5.3")



Attach the package and use:
library("TreeBUGS")
Maintained by
Daniel W. Heck
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-09-02
Latest Update: 2023-05-21
Description:
User-friendly analysis of hierarchical multinomial processing tree (MPT) models that are often used in cognitive psychology. Implements the latent-trait MPT approach (Klauer, 2010) <doi:10.1007/s11336-009-9141-0> and the beta-MPT approach (Smith & Batchelder, 2010) <doi:10.1016/j.jmp.2009.06.007> to model heterogeneity of participants. MPT models are conveniently specified by an .eqn-file as used by other MPT software and data are provided by a .csv-file or directly in R. Models are either fitted by calling JAGS or by an MPT-tailored Gibbs sampler in C++ (only for nonhierarchical and beta MPT models). Provides tests of heterogeneity and MPT-tailored summaries and plotting functions. A detailed documentation is available in Heck, Arnold, & Arnold (2018) <doi:10.3758/s13428-017-0869-7> and a tutorial on MPT modeling can be found in Schmidt, Erdfelder, & Heck (2022) <doi:10.31234/osf.io/gh8md>.
How to cite:
Daniel W. Heck (2016). TreeBUGS: Hierarchical Multinomial Processing Tree Modeling. R package version 1.5.3, https://cran.r-project.org/web/packages/TreeBUGS. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 0.6.1 (2016-09-02 23:33), 0.6.3 (2016-09-15 15:46), 1.0.1 (2016-12-28 16:43), 1.1.0 (2017-04-01 17:40), 1.1.1 (2017-08-23 19:01), 1.2.0 (2018-01-19 19:23), 1.3.0 (2018-02-05 16:41), 1.3.1 (2018-02-23 10:40), 1.4.0 (2018-05-15 14:18), 1.4.1 (2018-12-18 18:10), 1.4.3 (2019-04-04 11:00), 1.4.4 (2019-12-05 10:20), 1.4.5 (2020-05-31 06:20), 1.4.7 (2021-01-08 11:30), 1.4.8 (2022-08-23 12:40), 1.4.9 (2022-09-06 23:10), 1.5.0 (2023-05-22 00:40)
Other packages that cited TreeBUGS R package
View TreeBUGS citation profile
Other R packages that TreeBUGS depends, imports, suggests or enhances
Complete documentation for TreeBUGS
Functions, R codes and Examples using the TreeBUGS R package
Some associated functions: BayesFactorMPT . BayesFactorSlope . PPP . TreeBUGS-package . WAIC . arnold2013 . betaMPT . betaMPTcpp . betweenSubjectMPT . correlationPosterior . extendMPT . genBetaMPT . genMPT . genTraitMPT . getGroupMeans . getParam . getSamples . marginalMPT . plot . plotDistribution . plotFit . plotFreq . plotParam . plotPrior . plotPriorPost . posteriorPredictive . priorPredictive . probitInverse . readEQN . simpleMPT . summarizeMCMC . summarizeMPT . testHetChi . testHetPerm . traitMPT . transformedParameters . withinSubjectEQN . 
Some associated R codes: BF_Rao_Blackwell.R . BF_auxiliary.R . BF_likelihoods.R . BF_marginalMPT.R . BFslope.R . CollectionOfInputProcessingFunctions.R . PPP.R . RcppExports.R . T1perGroup.R . TreeBUGS-package.R . WAIC.R . arnold2013.R . betweenSubjects.R . callingSampler.R . checkFunctions.R . corSamples.R . correlationBayes.R . correlationBayesMCMC.R . covCorrelationString.R . covDataRead.R . covFactor.R . covPredictorHandling.R . covariateHandling.R . extendMPT.R . fitBetaMPT.R . fitBetaMPTcpp.R . fitModel.R . fitModelCpp.R . fitSimpleMPT.R . fitTraitMPT.R . genDataBeta.R . genDataCheck.R . genDataMPT.R . genDataTrait.R . getGroupMeans.R . getParam.R . getSamples.R . makeModelDescription.R . parseEQN.R . parseRestrictions.R . plotConvergence.R . plotDistribution.R . plotFit.R . plotFrequencies.R . plotParameters.R . plotPrior.R . plotPriorPost.R . posteriorPredictive.R . printMPT.R . priorPredictive.R . probitInverse.R . readEQN.R . renameBUGSoutput.R . sampleHyperprior.R . summarizeMCMC.R . summarizeMPT.R . testHetChi.R . testHetPerm.R . thetaHandling.R . transformedParModelfile.R . transformedParPosthoc.R . within_subject_EQN.R . writeSummaryToFile.R .  Full TreeBUGS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA