Chunk #5 — 1 Introduction

Source

Regularization Paths for Generalized Linear Models via Coordinate Descent.

Embedded

yes

Text

Lasso procedures are frequently used in domains with very large datasets, such as genomics and web analysis. Consequently a focus of our research has been algorithmic efficiency and speed. We demonstrate through simulations that our procedures outperform all competitors — even those based on coordinate descent.