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.
To download and install
hdnom from CRAN:
Or try the development version on GitHub:
# install.packages("devtools") devtools::install_github("nanxstats/hdnom")
Browse the vignettes to start.
Nomogram Visualization / Kaplan-Meier Plot with Number at Risk Table
Model Validation / Model Calibration
Model Comparison by Validation / Calibration
- Documentation: https://nanx.me/hdnom/
- Shiny app: http://hdnom.io
- App maker: https://github.com/nanxstats/hdnom-appmaker
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.