CRAN/E | reliabilitydiag

reliabilitydiag

Reliability Diagrams Using Isotonic Regression

Installation

About

Checking the reliability of predictions via the CORP approach, which generates provably statistically 'C'onsistent, 'O'ptimally binned, and 'R'eproducible reliability diagrams using the 'P'ool-adjacent-violators algorithm. See Dimitriadis, Gneiting, Jordan (2021) doi:10.1073/pnas.2016191118.

Citation reliabilitydiag citation info
github.com/aijordan/reliabilitydiag/

Key Metrics

Version 0.2.1
R ≥ 3.5
Published 2022-06-29 828 days ago
Needs compilation? no
License GPL-3
CRAN checks reliabilitydiag results

Downloads

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Maintainer

Maintainer

Alexander I. Jordan

Authors

Timo Dimitriadis

aut

Alexander I. Jordan

aut / cre

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

reliabilitydiag archive

Depends

R ≥ 3.5

Imports

magrittr
tidyr
ggplot2
ggExtra
dplyr
purrr
rlang
tibble
vctrs
bde

Suggests

monotone