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.
| Version: | 1.3.1 |
| Depends: | R (≥ 3.0.0) |
| Imports: | Rcpp (≥ 0.12.6), runjags, stats, graphics, utils, grDevices, coda, parallel, rjags, MASS, hypergeo, logspline |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | knitr, testthat |
| Published: | 2018-02-23 |
| Author: | Daniel W. Heck [aut, cre], Nina R. Arnold [aut, dtc], Denis Arnold [aut], Alexander Ly [ctb] |
| Maintainer: | Daniel W. Heck <heck at uni-mannheim.de> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/denis-arnold/TreeBUGS |
| NeedsCompilation: | yes |
| SystemRequirements: | JAGS (http://mcmc-jags.sourceforge.net) |
| Citation: | TreeBUGS citation info |
| Materials: | NEWS |
| CRAN checks: | TreeBUGS results |
| Reference manual: | TreeBUGS.pdf |
| Vignettes: |
TreeBUGS: Introduction TreeBUGS: Extended Modeling |
| Package source: | TreeBUGS_1.3.1.tar.gz |
| Windows binaries: | r-devel: TreeBUGS_1.3.1.zip, r-release: TreeBUGS_1.3.1.zip, r-oldrel: TreeBUGS_1.3.1.zip |
| OS X binaries: | r-release: TreeBUGS_1.3.1.tgz, r-oldrel: TreeBUGS_1.3.1.tgz |
| Old sources: | TreeBUGS archive |
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