Prediction with Dimension Reduction of Multiple Molecular Data Sources for Patient Survival

Adam Kaplan, Eric F. Lock

Predictive modeling from high-dimensional genomic data is often preceded by a dimension reduction step, such as principal components analysis (PCA). However, the application of PCA…