Comparison of two iterative estimation procedures

Two iterative estimation methods, a well known instrumental variable method and a less well known least-squares method, are shown to have asymptotically similar local properties. The global properties of the methods are, however, quite different. The first method will in general have better global properties and this may be an important advantage in many applications.