biospear: an R package for biomarker selection in penalized Cox regression.
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- Record sourced from PubMed, PMID 28927242.
- Also identified by DOI 10.1093/bioinformatics/btx560.
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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. The package is available on the CRAN. (https://CRAN.R-project.org/package=biospear). stefan.michiels@gustaveroussy.fr. Supplementary data are available at Bioinformatics online.
Medical subject headings
- Proportional Hazards Models
- Software