Tactics for Improving Least Squares Estimation

Qiang Heng, Hua Zhou, Kenneth Lange

This paper deals with tactics for fast computation in least squares regression in high dimensions. These tactics include: (a) the majorization-minimization (MM) principle, (b) smoo…