Package: bartisan
Type: Package
Title: Generalized Bayesian Additive Regression Trees
Version: 0.1.0
Authors@R: c(
    person("Noah", "Greifer", role = c("aut", "cre", "cph"),
           email = "noah.greifer@gmail.com",
           comment = c(ORCID = "0000-0003-3067-7154")),
    person("Antonio R.", "Linero", role = c("ctb", "cph"),
           comment = "Author of FlexBart, the reference implementation of Linero (2025), from which the MCMC engine is adapted")
    )
Description: Fits Bayesian additive regression trees (BART) models for
        likelihoods outside the conditionally conjugate Gaussian case,
        using the Laplace-approximation reversible-jump sampler of
        Linero (2025) <doi:10.1080/01621459.2024.2337156>. Supported
        response families include Gaussian, binomial, Poisson, negative
        binomial, gamma, beta, ordered beta, ordinal (cumulative link),
        multinomial, zero-inflated counts, a Tweedie compound Poisson
        for a non-negative response with a point mass at zero,
        accelerated failure time and proportional hazards models for
        right-censored survival data, location-scale regression, and a
        Dirichlet process mixture for the error distribution. Decision
        rules may be hard, as in standard BART, or soft, as in the
        SoftBart model of Linero and Yang (2018)
        <doi:10.1111/rssb.12293>, which yields smoother fits. The
        interface follows that of glm(), so that a model is specified
        with a formula, a data frame, and a family.
License: GPL-2
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: arg (>= 0.2.1), cli (>= 3.6.4), rlang (>= 1.2.0), Matrix, Rcpp
        (>= 1.1.2), parallel, reformulas (>= 0.4.4), ggplot2 (>=
        4.0.1), stats, utils
LinkingTo: Rcpp, RcppArmadillo
Suggests: bayesplot, cobalt, collapse, future, future.apply, insight,
        knitr, loo, MASS, marginaleffects, nlme, lme4, patrick (>=
        0.3.0), performance, posterior, progressr, rmarkdown, rstanarm,
        rstantools, survival, testthat (>= 3.0.0), WeightIt
VignetteBuilder: knitr, rmarkdown
URL: https://github.com/ngreifer/bartisan,
        https://ngreifer.github.io/bartisan/
BugReports: https://github.com/ngreifer/bartisan/issues
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
LazyData: true
NeedsCompilation: yes
Packaged: 2026-10-28 19:26:24 UTC; root
Author: Noah Greifer [aut, cre, cph] (ORCID:
        <https://orcid.org/0000-0003-3067-7154>), Antonio R. Linero
        [ctb, cph] (Author of FlexBart, the reference implementation of
        Linero (2025), from which the MCMC engine is adapted)
Maintainer: Noah Greifer <noah.greifer@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-28 11:40:07 UTC
RemoteUrl: https://github.com/cran/bartisan
RemoteRef: HEAD
RemoteSha: c8e7b6d230744473bff7dd9488f0f3bfb44e1f3c