Package: IBLM
Type: Package
Title: Interpretable Boosted Linear Models
Version: 2.0.1
Authors@R: c(
    person("Karol", "Gawlowski", , "Karol.Gawlowski@citystgeorges.ac.uk", role = c("aut", "cre", "cph")),
    person("Paul", "Beard", , "paul.beard.actuarial@gmail.com", role = "aut")
  )
Description: Implements Interpretable Boosted Linear Models (IBLMs).
        These combine a conventional generalized linear model (GLM)
        with a machine learning component, such as XGBoost. The package
        also provides tools within for explaining and analyzing these
        models. For more details see Gawlowski and Wang (2025)
        <https://ifoa-adswp.github.io/IBLM/reference/figures/iblm_paper.pdf>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.1.0)
RoxygenNote: 7.3.0
Imports: cli, dplyr, fastDummies, ggExtra, ggplot2, purrr, scales,
        statmod, stats, utils, withr, xgboost (>= 3.1.2.1)
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), gt, patchwork
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://ifoa-adswp.github.io/IBLM/,
        https://github.com/IFoA-ADSWP/IBLM
BugReports: https://github.com/IFoA-ADSWP/IBLM/issues
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev zlib1g-dev
Repository: https://ifoa-adswp.r-universe.dev
Date/Publication: 2026-05-23 17:36:34 UTC
RemoteUrl: https://github.com/ifoa-adswp/iblm
RemoteRef: HEAD
RemoteSha: d495d193fe8df815c5c99570509a1f5d95d0dba2
NeedsCompilation: no
Packaged: 2026-06-22 11:30:08 UTC; root
Author: Karol Gawlowski [aut, cre, cph],
  Paul Beard [aut]
Maintainer: Karol Gawlowski <Karol.Gawlowski@citystgeorges.ac.uk>