Diagonal Discriminant Analysis with Feature Selection for High Dimensional Data

Sarah Elizabeth Romanes, John Thomas Ormerod, Jean YH Yang

We introduce a new method of performing high dimensional discriminant analysis, which we call multiDA. We achieve this by constructing a hybrid model that seamlessly integrates a m…