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
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reliabilitydiag.pdf |reliabilitydiag.html✨
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:

3.88 score 8 stars 19 scripts 657 downloads 7 exports 72 dependencies

Last updated 2 years agofrom:a3d35725a5. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 20 2024
R-4.5-win	OK	Nov 20 2024
R-4.5-linux	OK	Nov 20 2024
R-4.4-win	OK	Nov 20 2024
R-4.4-mac	OK	Nov 20 2024
R-4.3-win	OK	Nov 20 2024
R-4.3-mac	OK	Nov 20 2024

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

Dependencies:base64enc bde bslib cachem cli colorspace colourpicker commonmark cpp11 crayon digest dplyr evaluate fansi farver fastmap fontawesome fs generics ggExtra ggplot2 glue gtable highr htmltools htmlwidgets httpuv isoband jquerylib jsonlite knitr labeling later lattice lifecycle magrittr MASS Matrix memoise mgcv mime miniUI munsell nlme pillar pkgconfig promises purrr R6 rappdirs RColorBrewer Rcpp rlang rmarkdown 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