Package: pintervals 1.1.4

pintervals: Model Agnostic Prediction Intervals

Provides tools for estimating model-agnostic prediction intervals using conformal prediction, bootstrapping, and parametric prediction intervals. The package is designed for ease of use, offering intuitive functions for both binned and full conformal prediction methods, as well as parametric interval estimation with diagnostic checks. Currently only working for continuous predictions. For details on the conformal and bin-conditional conformal prediction methods, see Randahl, Williams, and Hegre (2026) <doi:10.1017/pan.2025.10010>.

Authors:David Randahl [aut, cre], Jonathan P. Williams [ctb], Anders Hjort [ctb]

pintervals_1.1.4.tar.gz
pintervals_1.1.4.zip(r-4.7)pintervals_1.1.4.zip(r-4.6)pintervals_1.1.4.zip(r-4.5)
pintervals_1.1.4.tgz(r-4.6-x86_64)pintervals_1.1.4.tgz(r-4.6-arm64)pintervals_1.1.4.tgz(r-4.5-x86_64)pintervals_1.1.4.tgz(r-4.5-arm64)
pintervals_1.1.4.tar.gz(r-4.7-arm64)pintervals_1.1.4.tar.gz(r-4.7-x86_64)pintervals_1.1.4.tar.gz(r-4.6-arm64)pintervals_1.1.4.tar.gz(r-4.6-x86_64)
pintervals_1.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
pintervals/json (API)

# Install 'pintervals' in R:
install.packages('pintervals', repos = c('https://doktorandahl.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/doktorandahl/pintervals/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • county_turnout - U.S. County-Level Turnout and Demographic Context
  • elections - Election-Year Democracy Indicators from V-Dem

On CRAN:

Conda:

cpp

4.96 score 7 stars 4 scripts 179 downloads 10 exports 68 dependencies

Last updated from:3d414d51b7. Checks:11 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE164
linux-devel-x86_64NOTE175
source / vignettesOK243
linux-release-arm64NOTE148
linux-release-x86_64NOTE168
macos-release-arm64NOTE109
macos-release-x86_64NOTE413
macos-oldrel-arm64NOTE114
macos-oldrel-x86_64NOTE252
windows-develNOTE150
windows-releaseNOTE151
windows-oldrelNOTE135
wasm-releaseOK126

Exports:interval_coverageinterval_miscoverageinterval_scoreinterval_widthpinterval_bccppinterval_bootstrappinterval_ccppinterval_conformalpinterval_mondrianpinterval_parametric

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecpp11data.tabledigestdplyrevaluatefarverfastmapfontawesomeforeachforeignFormulafsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglifecyclemagrittrMASSmemoisemimennetpillarpkgconfigpurrrR6rappdirsRColorBrewerRcpprlangrmarkdownrpartrstudioapiS7sassscalesstringistringrtibbletidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

pintervals: an R package for model-agnostic prediction intervals

Rendered frompintervals.Rmdusingknitr::rmarkdownon May 15 2026.

Last update: 2026-02-27
Started: 2026-02-27