Forward Regression via Gram-Schmidt Orthogonalization for Ultra-High Dimensional Linear Models

Jialuo Chen, Zhaoxing Gao, Yifan Jiang +1

Forward regression is a classical and effective tool for variable screening in ultra-high dimensional linear models, but its standard projection-based implementation can be computa…