A Simple Proof of the Fwl (Frisch-Waugh-Lovell) Theorem

This paper presents a simple proof of a property of the method of least squares variously known as the "FWL," the "Frisch-Waugh-Lovell," the "Frisch-Waugh" or the "decomposition" theorem.