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Principled sure independence screening for Cox models with ultra-high-dimensional covariates
It is rather challenging for current variable selectors to handle situations where the number of covariates under consideration is ultra-high. Consider a motivating clinical trial of the drug bortezomib for the treatment of multiple myeloma, where overall survival and expression levels of 44760 prob...
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| Main Authors: | , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2012
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3293491/ https://ncbi.nlm.nih.gov/pubmed/22408278 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2011.08.002 |
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