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.

Paper Citation

Formatted citation for the preprint:

Nan Xiao, Qing-Song Xu, and Miao-Zhu Li. “hdnom: Building Nomograms for Penalized Cox Models with High-Dimensional Survival Data.” bioRxiv (2016): 065524; doi: http://dx.doi.org/10.1101/065524

BibTeX entry:

@article {hdnompreprint2016,
    author = {Xiao, Nan and Xu, Qing-Song and Li, Miao-Zhu},
    title = {hdnom: Building Nomograms for Penalized Cox Models with High-Dimensional Survival Data},
    year = {2016},
    doi = {10.1101/065524},
    publisher = {Cold Spring Harbor Labs Journals},
    URL = {http://biorxiv.org/content/early/2016/08/23/065524},
    eprint = {http://biorxiv.org/content/early/2016/08/23/065524.full.pdf},
    journal = {bioRxiv}
}

Installation

To download and install hdnom from CRAN:

install.packages("hdnom")

Or try the development version on GitHub:

# install.packages("devtools")
devtools::install_github("road2stat/hdnom")

Browse the vignettes to start.