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) .


Reference manual

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0.2.0 by Alexander I. Jordan, a month ago

Browse source code at

Authors: Timo Dimitriadis [aut] , Alexander I. Jordan [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports magrittr, tidyr, ggplot2, ggExtra, dplyr, purrr, rlang, tibble, vctrs, bde

Suggests monotone

See at CRAN