Package: Iscores
Type: Package
Title: Proper Scoring Rules for Missing Value Imputation
Version: 1.2.0
Authors@R: c(person(given = "Krystyna", 
                    family = "Grzesiak",
                    email = "krygrz11@gmail.com",
                    comment = c(ORCID = "0000-0003-2581-7722"),
                    role = c("aut", "cre")),
             person(given = "Loris", 
                    family = "Michel",
                    role = c("aut", "ctb")),
             person(given = "Meta-Lina", 
                    family = "Spohn",
                    role = c("aut", "ctb")),
             person(given = "Jeffrey", 
                    family = "Näf",
                    email = "jeffrey@my-sh.ch",
                    comment = c(ORCID = "0000-0003-0920-1899"),
                    role = c("aut", "ctb")))
Description: Provides tools for evaluating and ranking missing value
        imputation methods using proper scoring rules. Implements the
        Energy-I-Score and the DR-I-Score for the assessment of
        deterministic, stochastic and multiple imputation methods for
        numerical and mixed datasets, following Näf et al. (2022)
        <doi:10.48550/arXiv.2106.03742> and Näf et al. (2025)
        <doi:10.48550/arXiv.2507.11297>.
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: energy, kernlab, pbapply, pbmcapply, ranger, scoringRules,
        stats
Suggests: knitr, mice, rmarkdown, spelling, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://krystynagrzesiak.github.io/Iscores/
License: GPL-3
Language: en-US
Repository: https://krystynagrzesiak.r-universe.dev
Date/Publication: 2026-08-12 19:55:00 UTC
RemoteUrl: https://github.com/krystynagrzesiak/iscores
RemoteRef: HEAD
RemoteSha: 6b43e8746acd40b02f44ac1ab1d5db04bbaced5e
NeedsCompilation: no
Packaged: 2026-10-11 10:11:53 UTC; root
Author: Krystyna Grzesiak [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2581-7722>),
  Loris Michel [aut, ctb],
  Meta-Lina Spohn [aut, ctb],
  Jeffrey Näf [aut, ctb] (ORCID: <https://orcid.org/0000-0003-0920-1899>)
Maintainer: Krystyna Grzesiak <krygrz11@gmail.com>