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Benchmarking and Visualization Toolkit for Penalized Cox Models
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README.md

hdnom logo

Build Status AppVeyor Build Status CRAN Version Downloads from the RStudio CRAN mirror

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

Installation

To download and install hdnom from CRAN:

install.packages("hdnom")

Or try the development version on GitHub:

# install.packages("devtools")
devtools::install_github("nanxstats/hdnom")

Browse the vignettes to start.

Gallery

Nomogram Visualization / Kaplan-Meier Plot with Number at Risk Table

hdnom-nomogram-kmplot

Model Validation / Model Calibration

hdnom-validation-calibration

Model Comparison by Validation / Calibration

hdnom-compare

Links

Contribute

To contribute to this project, please take a look at the Contributing Guidelines first. Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.

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