Package: reliabilitydiag 0.2.1.9000

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>.

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

reliabilitydiag_0.2.1.9000.tar.gz
reliabilitydiag_0.2.1.9000.zip(r-4.7)reliabilitydiag_0.2.1.9000.zip(r-4.6)reliabilitydiag_0.2.1.9000.zip(r-4.5)
reliabilitydiag_0.2.1.9000.tgz(r-4.6-any)reliabilitydiag_0.2.1.9000.tgz(r-4.5-any)
reliabilitydiag_0.2.1.9000.tar.gz(r-4.7-any)reliabilitydiag_0.2.1.9000.tar.gz(r-4.6-any)
reliabilitydiag_0.2.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
reliabilitydiag/json (API)
NEWS

# Install 'reliabilitydiag' in R:

install.packages('reliabilitydiag', repos = c('https://aijordan.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aijordan/reliabilitydiag/issues

Datasets:

precip_Niamey_2016 - Precipitation forecasts and observations at Niamey, Niger in July to September 2016

On CRAN:

4.53 score 10 stars 68 scripts 740 downloads 7 exports 65 dependencies

Last updated from:a3d35725a5. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	145
source / vignettes	OK	177
linux-release-x86_64	OK	140
macos-release-arm64	OK	126
macos-oldrel-arm64	OK	140
windows-devel	OK	110
windows-release	OK	83
windows-oldrel	OK	95
wasm-release	OK	122

Exports:as.reliabilitydiag autolayer autoplot is.reliabilitydiag miscalibration_test reliabilitydiag reliabilitydiag0

Dependencies:base64enc bde bslib cachem cli colourpicker commonmark cpp11 digest dplyr evaluate farver fastmap fontawesome fs generics ggExtra ggplot2 glue gtable highr htmltools htmlwidgets httpuv isoband jquerylib jsonlite knitr labeling later lifecycle magrittr memoise mime miniUI otel pillar pkgconfig promises purrr R6 rappdirs RColorBrewer Rcpp rlang rmarkdown S7 sass scales shiny shinyjs sourcetools stringi stringr tibble tidyr tidyselect tinytex utf8 vctrs viridisLite withr xfun xtable yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Subsetting reliability diagram objects	[.reliabilitydiag
Coerce to a reliability diagram	as.reliabilitydiag as.reliabilitydiag.data.frame as.reliabilitydiag.default as.reliabilitydiag.reliabilitydiag is.reliabilitydiag
Combining reliability diagram objects	c.reliabilitydiag
Miscalibration Test	miscalibration_test miscalibration_test.numeric miscalibration_test.reliabilitydiag
Plotting reliability diagram objects	autolayer.reliabilitydiag autoplot.reliabilitydiag plot.reliabilitydiag
Precipitation forecasts and observations at Niamey, Niger in July to September 2016	precip_Niamey_2016
Printing reliability diagram objects	print.reliabilitydiag print.summary.reliabilitydiag
Reliability diagram object	reliabilitydiag reliabilitydiag0
Decomposing scores into miscalibration, discrimination and uncertainty	summary.reliabilitydiag