Package: calibrationband
Type: Package
Title: Calibration Bands
Version: 0.1.1
Authors@R: c(
    person(given = "Timo",
           family = "Dimitriadis",
           role = "aut"),
    person(given = "Alexander",
           family = "Henzi",
           role = "aut"),
    person(given = "Marius",
           family = "Puke",
           role = c("aut", "cre"),
           email = "marius.puke@uni-hohenheim.de"))
Description: Package to assess the calibration of probabilistic
        classifiers using confidence bands for monotonic functions.
        Besides testing the classical goodness-of-fit null hypothesis
        of perfect calibration, the confidence bands calculated within
        that package facilitate inverted goodness-of-fit tests whose
        rejection allows for a sought-after conclusion of a
        sufficiently well-calibrated model. The package creates
        flexible graphical tools to perform these tests.  For
        construction details see also Dimitriadis, Dümbgen, Henzi,
        Puke, Ziegel (2022) <arXiv:2203.04065>.
URL: https://github.com/marius-cp/calibrationband,
        https://marius-cp.github.io/calibrationband/
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.1.2
Depends: R (>= 3.3)
LinkingTo: Rcpp
Imports: Rcpp, ggplot2, tibble, dplyr, tidyr, sp, methods, base, stats,
        magrittr, rlang, tidyselect
Config/pak/sysreqs: libicu-dev
Repository: https://marius-cp.r-universe.dev
Date/Publication: 2022-08-09 13:58:35 UTC
RemoteUrl: https://github.com/marius-cp/calibrationband
RemoteRef: HEAD
RemoteSha: 21c8ff254438783eca2fee7a307d8947b6f58d44
NeedsCompilation: yes
Packaged: 2026-10-21 07:13:21 UTC; root
Author: Timo Dimitriadis [aut],
  Alexander Henzi [aut],
  Marius Puke [aut, cre]
Maintainer: Marius Puke <marius.puke@uni-hohenheim.de>