hdnom

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

Model Validation / Model Calibration

Model Comparison by Validation / Calibration

Links

• Documentation: https://nanx.me/hdnom/
• Shiny app: http://hdnom.io
• App maker: https://github.com/nanxstats/hdnom-appmaker

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.