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Cross-validation and Peeling Strategies for Survival Bump Hunting using Recursive Peeling Methods

We introduce a framework to build a survival/risk bump hunting model with a censored time-to-event response. Our Survival Bump Hunting (SBH) method is based on a recursive peeling procedure that uses a specific survival peeling criterion derived from non/semi-parametric statistics such as the hazard...

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Bibliografiska uppgifter
I publikationen:Stat Anal Data Min
Huvudupphovsmän: Dazard, Jean-Eudes, Choe, Michael, LeBlanc, Michael, Rao, J. Sunil
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2016
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Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4809437/
https://ncbi.nlm.nih.gov/pubmed/27034730
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11301
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