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calibrationband

Calibration Bands

v0.2.1 · Aug 9, 2022 · GPL-3

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>.

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CRAN Check Status

14 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (16 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Marius Puke <marius.puke@uni-hohenheim.de>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

The Description field contains
  <arXiv:2203.04065>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Marius Puke <marius.puke@uni-hohenheim.de>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

The Description field contains
  <arXiv:2203.04065>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Marius Puke <marius.puke@uni-hohenheim.de>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

The Description field contains
  <arXiv:2203.04065>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Marius Puke <marius.puke@uni-hohenheim.de>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

The Description field contains
  <arXiv:2203.04065>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) calibration_bands.Rd:19: Lost braces; missing escapes or markup?
    19 | \item{y}{response variable (in {0,1}).}
       |                                ^

Dependency Network

Dependencies Reverse dependencies Rcpp ggplot2 tibble dplyr tidyr sp magrittr rlang tidyselect calibrationband

Version History

new 0.2.1 Mar 10, 2026
new 0.1.0 Aug 8, 2022
updated 0.2.1 ← 0.1.0 diff Aug 8, 2022