Biospear: An R package for biomarker selection in penalized Cox regression

Abstract

The R package biospear allows selecting the biomarkers with the strongest impact on survival and on the treatment effect in high-dimensional Cox models, and estimating expected survival probabilities.Most of the implemented approaches are based on penalized regression techniques.