survcomp: an R/Bioconductor package for performance assessment and comparison of survival models |
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Authors: | Schröder Markus S Culhane Aedín C Quackenbush John Haibe-Kains Benjamin |
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Affiliation: | Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA. mschroed@jimmy.harvard.edu |
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Abstract: | SUMMARY: The survcomp package provides functions to assess and statistically compare the performance of survival/risk prediction models. It implements state-of-the-art statistics to (i) measure the performance of risk prediction models; (ii) combine these statistical estimates from multiple datasets using a meta-analytical framework; and (iii) statistically compare the performance of competitive models. |
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