reliabilitydiag: Reliability Diagrams Using Isotonic Regression

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>.

Getting started

Package details

AuthorTimo Dimitriadis [aut], Alexander I. Jordan [aut, cre]
MaintainerAlexander I. Jordan <alexander.jordan@h-its.org>
LicenseGPL-3
Version0.2.1
URL https://github.com/aijordan/reliabilitydiag/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("reliabilitydiag")

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reliabilitydiag documentation built on June 29, 2022, 1:05 a.m.