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isodistrreg: Isotonic Distributional Regression (IDR)

Distributional regression under stochastic order restrictions for numeric and binary response variables and partially ordered covariates, including right-censored responses via Survival-IDR. See Henzi, Ziegel, Gneiting (2021) <doi:10.1111/rssb.12450> and Bladt, Henzi, van den Heuvel, Ziegel (2026) <doi:10.48550/arXiv.2608.02914>.

Version: 0.6.0
Depends: R (≥ 4.2)
Imports: utils
Suggests: testthat (≥ 3.0.0)
Published: 2026-08-21
DOI: 10.32614/CRAN.package.isodistrreg
Author: Bram van den Heuvel [aut, cre], Alexander Henzi [aut], Martin Bladt [aut], Johanna Ziegel [ths]
Maintainer: Bram van den Heuvel <bram.vandenheuvel at stat.math.ethz.ch>
BugReports: https://github.com/AlexanderHenzi/isodistrreg/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/AlexanderHenzi/isodistrreg
NeedsCompilation: yes
SystemRequirements: Cargo (Rust's package manager), rustc
Citation: isodistrreg citation info
CRAN checks: isodistrreg results

Documentation:

Reference manual: isodistrreg.html , isodistrreg.pdf
Vignettes: IDR: arXiv preprint (source)

Downloads:

Package source: isodistrreg_0.6.0.tar.gz
Windows binaries: r-devel: isodistrreg_0.6.0.zip, r-release: isodistrreg_0.6.0.zip, r-oldrel: isodistrreg_0.6.0.zip
macOS binaries: r-release (arm64): isodistrreg_0.6.0.tgz, r-oldrel (arm64): isodistrreg_0.6.0.tgz, r-release (x86_64): isodistrreg_0.6.0.tgz, r-oldrel (x86_64): isodistrreg_0.6.0.tgz
Old sources: isodistrreg archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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