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...
| Main Authors: | , , , , |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
Libertas Academica
2015
|
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648611/ |