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Multivariate Boosting for Integrative Analysis of High-Dimensional Cancer Genomic Data
In this paper, we propose a novel multivariate component-wise boosting method for fitting multivariate response regression models under the high-dimension, low sample size setting. Our method is motivated by modeling the association among different biological molecules based on multiple types of hig...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Libertas Academica
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648611/ https://www.ncbi.nlm.nih.gov/pubmed/26609213 http://dx.doi.org/10.4137/CIN.S16353 |