A note on shrinkage factors in two stage testimation

Abstract

We obtain a simple and natural testimator which has locally, at the parametric point corresponding to the prior knowledge, a smaller mean squared error than any other two stage testimator of a location or a scale parameter of an arbitrary distribution.

Keywords:

• Two-stage testimation
• mean squared error
• local optlmality