Structured Screen-and-Select for Ultra-High-Dimensional Variable Selection

Nilotpal Sanyal, Padmore N. Prempeh

Ultra-high-dimensional data, with p far exceeding n, are common in genomics and biomedical research. Marginal screening can miss active predictors with weak marginal signals, espec…