Type: Package
Package: bartMan
Title: Create Visualisations for BART Models
Version: 0.2.1
Authors@R: 
    c(person(given = "Alan",
             family = "Inglis",
             role = c("aut", "cre"),
             email = "alan.inglis@mu.ie"),
      person(given = "Andrew",
             family = "Parnell",
             role = "aut",
             email = "andrew.parnell@mu.ie"),
      person(given = "Catherine",
             family = "Hurley",
             role = "aut",
             email = "catherine.hurley@mu.ie"),
      person(given = "Claus",
             family = "Wilke",
             role = "ctb",
             comment = "Developer of VSUP script"))
Maintainer: Alan Inglis <alan.inglis@mu.ie>
Description: Investigating and visualising Bayesian Additive Regression
        Tree (BART) (Chipman, H. A., George, E. I., & McCulloch, R. E.
        2010) <doi:10.1214/09-AOAS285> model fits.  We construct
        conventional plots to analyze a model’s performance and
        stability as well as create new tree-based plots to analyze
        variable importance, interaction, and tree structure.  We
        employ Value Suppressing Uncertainty Palettes (VSUP) to
        construct heatmaps that display variable importance and
        interactions jointly using colour scale to represent posterior
        uncertainty.  Our visualisations are designed to work with the
        most popular BART R packages available, namely 'BART' Rodney
        Sparapani and Charles Spanbauer and Robert McCulloch 2021
        <doi:10.18637/jss.v097.i01>, 'dbarts' (Vincent Dorie 2023)
        <https://CRAN.R-project.org/package=dbarts>, and 'bartMachine'
        (Adam Kapelner and Justin Bleich 2016)
        <doi:10.18637/jss.v070.i04>.
License: GPL (>= 2)
Depends: R (>= 4.1.0)
Imports: colorspace, cowplot, DendSer, dplyr, ggiraph, ggnewscale,
        ggplot2, ggraph, grid, grDevices, gtable, patchwork, purrr,
        rlang, rrapply, scales, stats, tidygraph, tidyr, utils, BART,
        bartMachine, dbarts, rJava
Suggests: ROCR, ggridges, ggforce, lvplot
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2026-07-03 11:05:20 UTC; root
Author: Alan Inglis [aut, cre], Andrew Parnell [aut], Catherine Hurley
        [aut], Claus Wilke [ctb] (Developer of VSUP script)
Repository: https://cran.r-universe.dev
Date/Publication: 2025-09-18 12:58:54 UTC
RemoteUrl: https://github.com/cran/bartMan
RemoteRef: HEAD
RemoteSha: 4d0a3c46d1b598bf7ad6b90eb55b3379e4001366