Package: modelimportance
Type: Package
Title: Measuring Contributions of Component Models to Ensemble Forecast
        Accuracy
Version: 0.1.0
Authors@R: c(
    person(given = "Minsu", 
           family = "Kim",
           email = "minsu@umass.edu", 
           role = c("aut", "cre"),
           comment = c(ORCID = "0009-0008-4637-3589")),
    person(given = "Li",
           family = "Shandross",
           email = "lshandross@umass.edu",
           comment = c(ORCID = "0009-0008-1348-1954"),
           role = c("aut", "ctb")),
    person(given = "Zhian",
           family = "Kamvar",
           email = "zkamvar@umass.edu",
           comment = c(ORCID = "0000-0003-1458-7108"),
           role = c("ctb")),
    person(given = "Nicholas", 
           family = "Reich",
           email = "nick@umass.edu", 
           role = c("aut"),
           comment = c(ORCID = "0000-0003-3503-9899")),
    person(given = "Evan", 
           family = "Ray", 
           email = "elray1@umass.edu", 
           role = c("aut"))
    )
Description: Provides metrics for quantifying the contribution of
        individual component models to the predictive accuracy of
        ensemble forecasts.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Imports: hubUtils (>= 0.4.0), dplyr (>= 1.1.4), hubEvals (>= 0.3.0),
        hubEnsembles (>= 0.1.9), methods (>= 4.4.3), purrr (>= 1.0.4),
        furrr (>= 0.3.1), future (>= 1.49.0), checkmate (>= 2.3.3),
        rlang (>= 1.1.6), stats (>= 4.4.3)
Depends: R (>= 4.1.0)
Suggests: knitr, rmarkdown, tidyr (>= 1.3.1), kableExtra (>= 1.4.0),
        ggplot2 (>= 4.0.1), scoringutils (>= 2.1.2), testthat (>=
        3.0.0), progressr (>= 0.15.1)
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://mkim425.github.io/modelimportance/
Config/Needs/website: rmarkdown
LazyData: true
Config/pak/sysreqs: cmake git make libicu-dev libuv1-dev libssl-dev
Repository: https://mkim425.r-universe.dev
Date/Publication: 2026-06-29 19:34:02 UTC
RemoteUrl: https://github.com/mkim425/modelimportance
RemoteRef: HEAD
RemoteSha: fc72a2004cf8576de5427aa74f88b4a7122d6a83
NeedsCompilation: no
Packaged: 2026-07-17 06:32:09 UTC; root
Author: Minsu Kim [aut, cre] (ORCID: <https://orcid.org/0009-0008-4637-3589>),
  Li Shandross [aut, ctb] (ORCID:
    <https://orcid.org/0009-0008-1348-1954>),
  Zhian Kamvar [ctb] (ORCID: <https://orcid.org/0000-0003-1458-7108>),
  Nicholas Reich [aut] (ORCID: <https://orcid.org/0000-0003-3503-9899>),
  Evan Ray [aut]
Maintainer: Minsu Kim <minsu@umass.edu>