Marginal and Interactive Feature Screening of Ultra-high Dimensional Feature Spaces with Multivariate Response

Randall Reese

When the number of features exponentially outnumbers the number of samples, feature screening plays a pivotal role in reducing the dimension of the feature space and developing mod…