Package: vimp
Type: Package
Title: Perform Inference on Algorithm-Agnostic Variable Importance
Version: 2.3.8
Authors@R: 
    c(person(given = "Brian D.",
             family = "Williamson",
             role = c("aut", "cre"),
             email = "brian.d.williamson@kp.org",
             comment = c(ORCID = "0000-0002-7024-548X")),
      person(given = "Jean",
             family = "Feng",
             role = "ctb"),
      person(given = "Charlie",
             family = "Wolock",
             role = "ctb"),
      person(given = "Noah",
             family = "Simon",
             role = "ths",
             comment = c(ORCID = "0000-0002-8985-2474")),
      person(given = "Marco",
             family = "Carone",
             role = "ths",
             comment = c(ORCID = "0000-0003-2106-0953")))
Description: Calculate point estimates of and valid confidence
        intervals for nonparametric, algorithm-agnostic variable
        importance measures in high and low dimensions, using flexible
        estimators of the underlying regression functions. For more
        information about the methods, please see Williamson et al.
        (Biometrics, 2020), Williamson et al. (JASA, 2021), and
        Williamson and Feng (ICML, 2020).
Depends: R (>= 3.1.0)
Imports: SuperLearner, stats, dplyr, magrittr, ROCR, tibble, rlang,
        MASS, data.table, boot, rsample
Suggests: knitr, rmarkdown, gam, xgboost, glmnet, ranger, polspline,
        quadprog, covr, testthat, ggplot2, cowplot, cvAUC, tidyselect,
        WeightedROC, purrr
License: MIT + file LICENSE
URL: https://bdwilliamson.github.io/vimp/,
        https://github.com/bdwilliamson/vimp,
        http://bdwilliamson.github.io/vimp/
BugReports: https://github.com/bdwilliamson/vimp/issues
RoxygenNote: 7.3.2
VignetteBuilder: knitr
LazyData: true
Config/pak/sysreqs: libicu-dev
Repository: https://bdwilliamson.r-universe.dev
Date/Publication: 2026-05-18 16:57:01 UTC
RemoteUrl: https://github.com/bdwilliamson/vimp
RemoteRef: HEAD
RemoteSha: c160a9fe05dbe78c8e31bb9d3f89e8be32509924
NeedsCompilation: no
Packaged: 2026-06-17 07:02:27 UTC; root
Author: Brian D. Williamson [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-7024-548X>),
  Jean Feng [ctb],
  Charlie Wolock [ctb],
  Noah Simon [ths] (ORCID: <https://orcid.org/0000-0002-8985-2474>),
  Marco Carone [ths] (ORCID: <https://orcid.org/0000-0003-2106-0953>)
Maintainer: Brian D. Williamson <brian.d.williamson@kp.org>