CRAN

TreeBUGS 1.4.3

Hierarchical Multinomial Processing Tree Modeling

Released Apr 4, 2019 by Daniel W. Heck

This package can be loaded by Renjin but 10 out 15 tests failed.

Dependencies

runjags 2.0.4-2 hypergeo 1.2-13 RcppArmadillo 0.9.400.2.0 MASS 7.3-51.4 coda 0.19-2 logspline 2.1.12 Rcpp rjags 4-8

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) and the beta-MPT approach (Smith & Batchelder, 2010) 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) .

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>TreeBUGS</artifactId>
    <version>1.4.3-b1</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

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Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:TreeBUGS')

Test Results

This package was last tested against Renjin 0.9.2725 on May 4, 2019.

Source

C++

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