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hdnom: Benchmarking and Visualization Toolkit for Penalized Cox Models

Creates nomogram visualizations for penalized Cox regression models, with the support of reproducible survival model building, validation, calibration, and comparison for high-dimensional data.

Version: 6.0.4
Depends: R (≥ 3.5.0)
Imports: foreach, ggplot2, glmnet, gridExtra, ncvreg, penalized, survival
Suggests: doParallel, knitr, ragg, rmarkdown
Published: 2024-09-05
DOI: 10.32614/CRAN.package.hdnom
Author: Nan Xiao ORCID iD [aut, cre], Qing-Song Xu [aut], Miao-Zhu Li [aut], Frank Harrell [ctb] (rms author), Sergej Potapov [ctb] (survAUC author), Werner Adler [ctb] (survAUC author), Matthias Schmid [ctb] (survAUC author)
hdnom author details
Maintainer: Nan Xiao <me at nanx.me>
BugReports: https://github.com/nanxstats/hdnom/issues
License: GPL-3 | file LICENSE
URL: https://nanx.me/hdnom/, https://github.com/nanxstats/hdnom
NeedsCompilation: yes
Citation: hdnom citation info
Materials: README NEWS
In views: Survival
CRAN checks: hdnom results

Documentation:

Reference manual: hdnom.pdf
Vignettes: An Introduction to hdnom (source, R code)

Downloads:

Package source: hdnom_6.0.4.tar.gz
Windows binaries: r-devel: hdnom_6.0.4.zip, r-release: hdnom_6.0.4.zip, r-oldrel: hdnom_6.0.4.zip
macOS binaries: r-release (arm64): hdnom_6.0.4.tgz, r-oldrel (arm64): hdnom_6.0.4.tgz, r-release (x86_64): hdnom_6.0.4.tgz, r-oldrel (x86_64): hdnom_6.0.4.tgz
Old sources: hdnom archive

Reverse dependencies:

Reverse imports: survivalSL

Linking:

Please use the canonical form https://CRAN.R-project.org/package=hdnom to link to this page.

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.